From 664462a6597bd25ef6835569aa60ec77e48f5645 Mon Sep 17 00:00:00 2001 From: Reading Plus AI Date: Tue, 10 Dec 2024 08:07:25 -0800 Subject: [PATCH 01/37] Update README.md to add mcp-server-data-exploration --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f511bb2c..aa718e80 100644 --- a/README.md +++ b/README.md @@ -75,6 +75,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[OpenAPI](https://github.com/snaggle-ai/openapi-mcp-server)** - Interact with [OpenAPI](https://www.openapis.org/) APIs. - **[Pandoc](https://github.com/vivekVells/mcp-pandoc)** - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, and plain text, with other formats like PDF, csv and docx in development. - **[HuggingFace Spaces](https://github.com/evalstate/mcp-hfspace)** - Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration. +- **[Data Exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration)** - MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. NOTE: Will execute arbitrary Python code on your machine, please use with caution! ## πŸ“š Resources From 90662680bf3fabba7cce756b97e5056487043a32 Mon Sep 17 00:00:00 2001 From: Tadas Antanavicius <3900899+tadasant@users.noreply.github.com> Date: Tue, 10 Dec 2024 18:22:42 -0800 Subject: [PATCH 02/37] Add PulseMCP to Resources --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f511bb2c..d4ff5f17 100644 --- a/README.md +++ b/README.md @@ -87,6 +87,7 @@ Additional resources on MCP. - **[mcp-get](https://mcp-get.com)** - Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)** - **[mcp-cli](https://github.com/wong2/mcp-cli)** - A CLI inspector for the Model Context Protocol by **[wong2](https://github.com/wong2)** - **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** +- **[PulseMCP](https://www.pulsemcp.com/)** - An aggregated, searchable directory of MCP servers and other resources by **[Tadas Antanavicius](https://github.com/tadasant)**, **[Mike Coughlin](https://github.com/macoughl)**, and **[Ravina Patel](https://github.com/ravinahp)** ## πŸš€ Getting Started From 27ea64da93410cfef714ada9f7183b631fe56b2c Mon Sep 17 00:00:00 2001 From: Tadas Antanavicius <3900899+tadasant@users.noreply.github.com> Date: Tue, 10 Dec 2024 19:08:45 -0800 Subject: [PATCH 03/37] Remove trailing slash --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d4ff5f17..6f31d307 100644 --- a/README.md +++ b/README.md @@ -87,7 +87,7 @@ Additional resources on MCP. - **[mcp-get](https://mcp-get.com)** - Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)** - **[mcp-cli](https://github.com/wong2/mcp-cli)** - A CLI inspector for the Model Context Protocol by **[wong2](https://github.com/wong2)** - **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** -- **[PulseMCP](https://www.pulsemcp.com/)** - An aggregated, searchable directory of MCP servers and other resources by **[Tadas Antanavicius](https://github.com/tadasant)**, **[Mike Coughlin](https://github.com/macoughl)**, and **[Ravina Patel](https://github.com/ravinahp)** +- **[PulseMCP](https://www.pulsemcp.com)** - An aggregated, searchable directory of MCP servers and other resources by **[Tadas Antanavicius](https://github.com/tadasant)**, **[Mike Coughlin](https://github.com/macoughl)**, and **[Ravina Patel](https://github.com/ravinahp)** ## πŸš€ Getting Started From c9c2edb68fa97600b6160e28db41ccee88946e7e Mon Sep 17 00:00:00 2001 From: longman Date: Sun, 15 Dec 2024 01:30:33 +0800 Subject: [PATCH 04/37] Update README.md add a Model Context Protocol server that provides access to cryptocurrency data --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 43bebb7e..a0367a9f 100644 --- a/README.md +++ b/README.md @@ -89,6 +89,8 @@ A growing set of community-developed and maintained servers demonstrates various - **[RAG Web Browser](https://github.com/apify/mcp-server-rag-web-browser)** An MCP server for Apify's RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown. - **[XMind](https://github.com/apeyroux/mcp-xmind)** - Read and search through your XMind directory containing XMind files. - **[oatpp-mcp](https://github.com/oatpp/oatpp-mcp)** - C++ MCP integration for Oat++. Use [Oat++](https://oatpp.io) to build MCP servers. +- **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - A Model Context Protocol server that provides access to cryptocurrency data. + ## πŸ“š Resources From 5917962470f8d321480c2ba0a7753a9916e8b230 Mon Sep 17 00:00:00 2001 From: Hekmon <35729939+hekmon8@users.noreply.github.com> Date: Wed, 18 Dec 2024 17:11:00 +0800 Subject: [PATCH 05/37] Add mcp collections: aimcp Add mcp client/server collection website --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 916e2d5d..3b3ed92b 100644 --- a/README.md +++ b/README.md @@ -114,6 +114,7 @@ Additional resources on MCP. - **[Open-Sourced MCP Servers Directory](https://github.com/chatmcp/mcp-directory)** - A curated list of MCP servers by **[mcpso](https://mcp.so)** - **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** - **[Smithery](https://smithery.ai/)** - A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)** +- **[AiMCP](https://www.aimcp.info)** - A collection of MCP clients&servers to find the right mcp tools by **[Hekmon](https://github.com/hekmon8)** - **[mcp-get](https://mcp-get.com)** - Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)** - **[mcp-cli](https://github.com/wong2/mcp-cli)** - A CLI inspector for the Model Context Protocol by **[wong2](https://github.com/wong2)** - **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** From 2f7550f4f6cf06104c5a7e5a57071d807671efd0 Mon Sep 17 00:00:00 2001 From: Zach Caceres Date: Fri, 20 Dec 2024 11:26:18 -0700 Subject: [PATCH 06/37] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7d828c06..28f46e33 100644 --- a/README.md +++ b/README.md @@ -104,6 +104,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. - **[Airtable](https://github.com/felores/airtable-mcp)** - Airtable Model Context Protocol Server. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext +- **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) ## πŸ“š Resources From e01683a5bab760336dda74a799c51e3a410d1ec5 Mon Sep 17 00:00:00 2001 From: Sunil Pandey Date: Sat, 21 Dec 2024 03:02:33 +0530 Subject: [PATCH 07/37] Add DevRev MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7d828c06..2c4d6151 100644 --- a/README.md +++ b/README.md @@ -71,6 +71,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Todoist](https://github.com/abhiz123/todoist-mcp-server)** - Interact with Todoist to manage your tasks. - **[Tavily search](https://github.com/RamXX/mcp-tavily)** - An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions - **[Linear](https://github.com/jerhadf/linear-mcp-server)** - Allows LLM to interact with Linear's API for project management, including searching, creating, and updating issues. +- **[DevRev](https://github.com/kpsunil97/devrev-mcp-server)** - An MCP server to integrate with DevRev APIs to search through your DevRev Knowledge Graph where objects can be imported from diff. sources listed [here](https://devrev.ai/docs/import#available-sources). - **[Playwright](https://github.com/executeautomation/mcp-playwright)** - This MCP Server will help you run browser automation and webscraping using Playwright - **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM - **[LlamaCloud](https://github.com/run-llama/mcp-server-llamacloud)** (by marcusschiesser) - Integrate the data stored in a managed index on [LlamaCloud](https://cloud.llamaindex.ai/) From 3fd29cc6caee2b5dce9d2eab5155588bf20c6c3f Mon Sep 17 00:00:00 2001 From: David Mayboroda Date: Fri, 20 Dec 2024 23:00:42 +0100 Subject: [PATCH 08/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7d828c06..932ce14c 100644 --- a/README.md +++ b/README.md @@ -104,7 +104,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. - **[Airtable](https://github.com/felores/airtable-mcp)** - Airtable Model Context Protocol Server. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext - +- **[Minima]([https://github.com/zcaceres/fetch-mcp](https://github.com/dmayboroda/minima))** - MCP server for RAG on local files ## πŸ“š Resources Additional resources on MCP. From 69f38411b455d6b1d3ca0e992998d7cb9d22af9f Mon Sep 17 00:00:00 2001 From: J Chris Anderson Date: Sat, 21 Dec 2024 11:02:18 -0800 Subject: [PATCH 09/37] link to Fireproof MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 499e3e41..12c408f6 100644 --- a/README.md +++ b/README.md @@ -43,6 +43,7 @@ Official integrations are maintained by companies building production ready MCP - **[Obsidian Markdown Notes](https://github.com/calclavia/mcp-obsidian)** - Read and search through your Obsidian vault or any directory containing Markdown notes - E2B Logo **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev) - Exa Logo **[Exa](https://github.com/exa-labs/exa-mcp-server)** - Search Engine made for AIs by [Exa](https://exa.ai) +- Fireproof Logo **[Fireproof](https://github.com/fireproof-storage/mcp-database-server)** - Immutable ledger database with live synchronization - **[JetBrains](https://github.com/JetBrains/mcp-jetbrains)** – Work on your code with JetBrains IDEs - **[Needle](https://github.com/JANHMS/needle-mcp)** - Production-ready RAG out of the box to search and retrieve data from your own documents. - **[Neon](https://github.com/neondatabase/mcp-server-neon)** - Interact with the Neon serverless Postgres platform From 5f67bbd8fd12cd6e515617c2489d0fa7b8ad74f7 Mon Sep 17 00:00:00 2001 From: smn2gnt Date: Sun, 22 Dec 2024 12:17:28 +1100 Subject: [PATCH 10/37] Added Salesforce MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 499e3e41..222f95d0 100644 --- a/README.md +++ b/README.md @@ -97,6 +97,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[oatpp-mcp](https://github.com/oatpp/oatpp-mcp)** - C++ MCP integration for Oat++. Use [Oat++](https://oatpp.io) to build MCP servers. - **[Contentful-mcp](https://github.com/ivo-toby/contentful-mcp)** - Read, update, delete, publish content in your [Contentful](https://contentful.com) space(s) from this MCP Server. - **[Home Assistant](https://github.com/tevonsb/homeassistant-mcp)** - Interact with [Home Assistant](https://www.home-assistant.io/) including viewing and controlling lights, switches, sensors, and all other Home Assistant entities. +- **[Salesforce MCP](https://github.com/smn2gnt/MCP-Salesforce)** - Interact with Salesforce Data and Metadata - **[cognee-mcp](https://github.com/topoteretes/cognee-mcp-server)** - GraphRAG memory server with customizable ingestion, data processing and search - **[Airtable](https://github.com/domdomegg/airtable-mcp-server)** - Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection. - **[mcp-k8s-go](https://github.com/strowk/mcp-k8s-go)** - Golang-based Kubernetes server for MCP to browse pods and their logs, events, namespaces and more. Built to be extensible. From c6771cd41ad1106abcc84ae637b42373e480a1b7 Mon Sep 17 00:00:00 2001 From: v-3 Date: Sun, 22 Dec 2024 02:43:53 -0800 Subject: [PATCH 11/37] Update README.md with Google Calendar MCP Integration with google calendar to check schedule, find time and add / remove events --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 499e3e41..181b2d0c 100644 --- a/README.md +++ b/README.md @@ -108,6 +108,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext +- **[Google Calendar](https://github.com/v-3/google-calendar)** - Integration with Google Calendar to check schedules, find time, and add/delete events ## πŸ“š Resources From 31e80adaa8777d77aec02167905d94b447f32a34 Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Fri, 27 Dec 2024 13:23:16 -0600 Subject: [PATCH 12/37] Add a section about MCP frameworks --- README.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/README.md b/README.md index 499e3e41..02fffac0 100644 --- a/README.md +++ b/README.md @@ -109,6 +109,13 @@ A growing set of community-developed and maintained servers demonstrates various - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext +## πŸ“š Frameworks + +These are high-level frameworks that make it easier to build MCP servers. + +* [FastMCP](https://github.com/jlowin/fastmcp) (Python) +* [FastMCP](https://github.com/punkpeye/fastmcp) (TypeScript) + ## πŸ“š Resources Additional resources on MCP. From 5855eb228e639d76b27f2014e71cf1a18288905c Mon Sep 17 00:00:00 2001 From: Thomas Payet Date: Sat, 28 Dec 2024 16:21:43 +0100 Subject: [PATCH 13/37] Update README.md with Meilisearch (Search API) MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 499e3e41..1ea4ddab 100644 --- a/README.md +++ b/README.md @@ -51,6 +51,7 @@ Official integrations are maintained by companies building production ready MCP - [Search1API](https://github.com/fatwang2/search1api-mcp) - One API for Search, Crawling, and Sitemaps - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine - **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro +- Meilisearch Logo **[Meilisearch](https://github.com/meilisearch/meilisearch-mcp)** - Interact & query with Meilisearch (Full-text & semantic search API) ### 🌎 Community Servers From acc41a0a987301c25b2a5857a241f8ba1d03fcf7 Mon Sep 17 00:00:00 2001 From: Michael DeMarco Date: Sun, 29 Dec 2024 19:27:00 +0000 Subject: [PATCH 14/37] Fixed typo in README.md for git server --- src/git/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/git/README.md b/src/git/README.md index cb22629e..f0855695 100644 --- a/src/git/README.md +++ b/src/git/README.md @@ -213,7 +213,7 @@ If you are doing local development, there are two ways to test your changes: ```json { "mcpServers": { - "brave-search": { + "git": { "command": "docker", "args": [ "run", From fcbf58069d1251939a49c05597abd6df730dcdbf Mon Sep 17 00:00:00 2001 From: shiruixing <2946193417@qq.com> Date: Mon, 30 Dec 2024 19:44:59 +0800 Subject: [PATCH 15/37] fix: Fix the readme of github server --- src/github/README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/github/README.md b/src/github/README.md index 14bab491..d2277ab0 100644 --- a/src/github/README.md +++ b/src/github/README.md @@ -257,10 +257,10 @@ To use this with Claude Desktop, add the following to your `claude_desktop_confi "args": [ "-y", "@modelcontextprotocol/server-github" - ] - }, - "env": { - "GITHUB_PERSONAL_ACCESS_TOKEN": "" + ], + "env": { + "GITHUB_PERSONAL_ACCESS_TOKEN": "" + } } } } From 5856c3b9f28220e2744053be7a2c9d1a6a863639 Mon Sep 17 00:00:00 2001 From: privetin <81558906+privetin@users.noreply.github.com> Date: Tue, 31 Dec 2024 22:56:25 +0900 Subject: [PATCH 16/37] chroma: Add Chroma vector database --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 499e3e41..a341d7d2 100644 --- a/README.md +++ b/README.md @@ -108,6 +108,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext +- **[Chroma](https://github.com/privetin/chroma)** - Vector database server for semantic document search and metadata filtering, built on Chroma ## πŸ“š Resources From d48d1d5f6e09526d3ff2a08b87cf428352b95e78 Mon Sep 17 00:00:00 2001 From: Tonny Ouma Date: Tue, 31 Dec 2024 18:45:31 +0000 Subject: [PATCH 17/37] Add Offial sample AWS S3 MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 499e3e41..bd47c975 100644 --- a/README.md +++ b/README.md @@ -108,6 +108,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext +- **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents ## πŸ“š Resources From d8ce2e29f4d426ade454c8004e0def0b9d15e60e Mon Sep 17 00:00:00 2001 From: Aditya Karnam Date: Tue, 31 Dec 2024 23:41:18 -0600 Subject: [PATCH 18/37] Add Scholarly MCP Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 499e3e41..471406aa 100644 --- a/README.md +++ b/README.md @@ -108,6 +108,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext + **[Scholarly](https://github.com/adityak74/mcp-scholarly)** - A MCP server to search for scholarly and academic articles. ## πŸ“š Resources From 0a05e1085d9a3ba7bd8b42b99ceade02704c5865 Mon Sep 17 00:00:00 2001 From: Yuta Miyama Date: Wed, 1 Jan 2025 16:22:57 +0900 Subject: [PATCH 19/37] Update mcp/git README.md --- src/git/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/git/README.md b/src/git/README.md index cb22629e..f0855695 100644 --- a/src/git/README.md +++ b/src/git/README.md @@ -213,7 +213,7 @@ If you are doing local development, there are two ways to test your changes: ```json { "mcpServers": { - "brave-search": { + "git": { "command": "docker", "args": [ "run", From ce727603029e1e3e7f515287551b60c09c98c699 Mon Sep 17 00:00:00 2001 From: yangdx Date: Thu, 2 Jan 2025 16:51:23 +0800 Subject: [PATCH 20/37] Fix webpage content pagination logic error MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Improve truncated content handling. Fix empty content return logic β€’ --- src/fetch/src/mcp_server_fetch/server.py | 18 +++++++++++++++--- 1 file changed, 15 insertions(+), 3 deletions(-) diff --git a/src/fetch/src/mcp_server_fetch/server.py b/src/fetch/src/mcp_server_fetch/server.py index 6e831ff6..ef029a49 100644 --- a/src/fetch/src/mcp_server_fetch/server.py +++ b/src/fetch/src/mcp_server_fetch/server.py @@ -233,9 +233,21 @@ async def call_tool(name, arguments: dict) -> list[TextContent]: content, prefix = await fetch_url( url, user_agent_autonomous, force_raw=args.raw ) - if len(content) > args.max_length: - content = content[args.start_index : args.start_index + args.max_length] - content += f"\n\nContent truncated. Call the fetch tool with a start_index of {args.start_index + args.max_length} to get more content." + original_length = len(content) + if args.start_index >= original_length: + content = "No more content available." + else: + truncated_content = content[args.start_index : args.start_index + args.max_length] + if not truncated_content: + content = "No more content available." + else: + content = truncated_content + actual_content_length = len(truncated_content) + remaining_content = original_length - (args.start_index + actual_content_length) + # Only add the prompt to continue fetching if there is still remaining content + if actual_content_length == args.max_length and remaining_content > 0: + next_start = args.start_index + actual_content_length + content += f"\n\nContent truncated. Call the fetch tool with a start_index of {next_start} to get more content." return [TextContent(type="text", text=f"{prefix}Contents of {url}:\n{content}")] @server.get_prompt() From 385a9999361b30c22ccf6954dc3ac26581b50c35 Mon Sep 17 00:00:00 2001 From: Ironben Date: Thu, 2 Jan 2025 20:04:16 +0800 Subject: [PATCH 21/37] Add MCP Badges to Resources section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 499e3e41..513b1571 100644 --- a/README.md +++ b/README.md @@ -125,6 +125,7 @@ Additional resources on MCP. - **[MCP X Community](https://x.com/i/communities/1861891349609603310)** – A X community for MCP by **[Xiaoyi](https://x.com/chxy)** - **[mcp-manager](https://github.com/zueai/mcp-manager)** - Simple Web UI to install and manage MCP servers for Claude Desktop by **[Zue](https://github.com/zueai)** - **[MCPHub](https://github.com/Jeamee/MCPHub-Desktop)** – An Open Source MacOS & Windows GUI Desktop app for discovering, installing and managing MCP servers by **[Jeamee](https://github.com/jeamee)** +- **[MCP Badges](https://github.com/mcpx-dev/mcp-badges)** – Quickly highlight your MCP project with clear, eye-catching badges, by **[Ironben](https://github.com/nanbingxyz)** ## πŸš€ Getting Started From 09680e048dc58558d6b8a3bc857351cccb02717b Mon Sep 17 00:00:00 2001 From: erdnax123 Date: Thu, 2 Jan 2025 12:40:16 -0300 Subject: [PATCH 22/37] fix docker build command --- src/sequentialthinking/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/sequentialthinking/README.md b/src/sequentialthinking/README.md index 77ccb454..3914d8ea 100644 --- a/src/sequentialthinking/README.md +++ b/src/sequentialthinking/README.md @@ -83,7 +83,7 @@ Add this to your `claude_desktop_config.json`: Docker: ```bash -docker build -t mcp/sequentialthinking -f sequentialthinking/Dockerfile . +docker build -t mcp/sequentialthinking -f src/sequentialthinking/Dockerfile . ``` ## License From 99c8fd42f9c1adbdfe997ad3a85532c628fc371f Mon Sep 17 00:00:00 2001 From: Justin Spahr-Summers Date: Thu, 2 Jan 2025 16:45:26 +0000 Subject: [PATCH 23/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ef6ed129..c53c4a65 100644 --- a/README.md +++ b/README.md @@ -95,7 +95,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[RAG Web Browser](https://github.com/apify/mcp-server-rag-web-browser)** An MCP server for Apify's RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown. - **[XMind](https://github.com/apeyroux/mcp-xmind)** - Read and search through your XMind directory containing XMind files. - **[oatpp-mcp](https://github.com/oatpp/oatpp-mcp)** - C++ MCP integration for Oat++. Use [Oat++](https://oatpp.io) to build MCP servers. -- **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - A MCP server that provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. +- **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. - **[Contentful-mcp](https://github.com/ivo-toby/contentful-mcp)** - Read, update, delete, publish content in your [Contentful](https://contentful.com) space(s) from this MCP Server. - **[Home Assistant](https://github.com/tevonsb/homeassistant-mcp)** - Interact with [Home Assistant](https://www.home-assistant.io/) including viewing and controlling lights, switches, sensors, and all other Home Assistant entities. - **[cognee-mcp](https://github.com/topoteretes/cognee-mcp-server)** - GraphRAG memory server with customizable ingestion, data processing and search From 63cb22def6b4c2f4576fc8b7ab37c16c19b895a7 Mon Sep 17 00:00:00 2001 From: Luke Fan Date: Fri, 3 Jan 2025 18:09:18 +0800 Subject: [PATCH 24/37] Add Awesome crypto mcp servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 14a01e40..97cdab75 100644 --- a/README.md +++ b/README.md @@ -119,6 +119,7 @@ Additional resources on MCP. - **[Awesome MCP Servers by punkpeye](https://github.com/punkpeye/awesome-mcp-servers)** (**[website](https://glama.ai/mcp/servers)**) - A curated list of MCP servers by **[Frank Fiegel](https://github.com/punkpeye)** - **[Awesome MCP Servers by wong2](https://github.com/wong2/awesome-mcp-servers)** (**[website](https://mcpservers.org)**) - A curated list of MCP servers by **[wong2](https://github.com/wong2)** - **[Awesome MCP Servers by appcypher](https://github.com/appcypher/awesome-mcp-servers)** - A curated list of MCP servers by **[Stephen Akinyemi](https://github.com/appcypher)** +- **[Awesome Crypto MCP Servers by badkk](https://github.com/badkk/awesome-crypto-mcp-servers)** - A curated list of MCP servers by **[Luke Fan](https://github.com/badkk)** - **[Open-Sourced MCP Servers Directory](https://github.com/chatmcp/mcp-directory)** - A curated list of MCP servers by **[mcpso](https://mcp.so)** - **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** - **[Smithery](https://smithery.ai/)** - A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)** From 3b5363df3eb635375e7c14e63a6c720abee58a44 Mon Sep 17 00:00:00 2001 From: Aditya Karnam Date: Fri, 3 Jan 2025 14:47:05 -0600 Subject: [PATCH 25/37] fixed the list --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 471406aa..cb1414e8 100644 --- a/README.md +++ b/README.md @@ -108,7 +108,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext - **[Scholarly](https://github.com/adityak74/mcp-scholarly)** - A MCP server to search for scholarly and academic articles. +- **[Scholarly](https://github.com/adityak74/mcp-scholarly)** - A MCP server to search for scholarly and academic articles. ## πŸ“š Resources From f464f0dd6064b56a6ee63463dc2fae8ad1c7ff4a Mon Sep 17 00:00:00 2001 From: Rehan Date: Fri, 3 Jan 2025 18:32:22 -0500 Subject: [PATCH 26/37] Add Kagi MCP --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 14a01e40..a3737054 100644 --- a/README.md +++ b/README.md @@ -52,7 +52,7 @@ Official integrations are maintained by companies building production ready MCP - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine - **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro - Meilisearch Logo **[Meilisearch](https://github.com/meilisearch/meilisearch-mcp)** - Interact & query with Meilisearch (Full-text & semantic search API) - +- Kagi Logo **[Kagi Search](https://github.com/kagisearch/kagimcp)** - Search the web using Kagi's search API ### 🌎 Community Servers From 3260e77f7cd7d320a505b263228e5a1471b3205b Mon Sep 17 00:00:00 2001 From: Christoph Englisch <58257386+ChristophEnglisch@users.noreply.github.com> Date: Mon, 6 Jan 2025 17:02:47 +0100 Subject: [PATCH 27/37] Add Keycloak MCP Server to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 14a01e40..9ed50098 100644 --- a/README.md +++ b/README.md @@ -110,6 +110,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext +- **[Keycloak MCP](https://github.com/ChristophEnglisch/keycloak-model-context-protocol)** - This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms. ## πŸ“š Resources From 8837fcf1b356a4c345199e0c4ad19dc7b808fa30 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Till=20D=C3=B6hmen?= Date: Tue, 7 Jan 2025 14:45:20 +0100 Subject: [PATCH 28/37] Add MotherDuck and DuckDB MCP Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 14a01e40..d222d375 100644 --- a/README.md +++ b/README.md @@ -52,6 +52,7 @@ Official integrations are maintained by companies building production ready MCP - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine - **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro - Meilisearch Logo **[Meilisearch](https://github.com/meilisearch/meilisearch-mcp)** - Interact & query with Meilisearch (Full-text & semantic search API) +- MohterDuck Logo **[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB ### 🌎 Community Servers From 321ac6817f324918f4e65a24149d7a407fccfa49 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Till=20D=C3=B6hmen?= Date: Tue, 7 Jan 2025 15:01:19 +0100 Subject: [PATCH 29/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d222d375..d23f64c7 100644 --- a/README.md +++ b/README.md @@ -52,7 +52,7 @@ Official integrations are maintained by companies building production ready MCP - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine - **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro - Meilisearch Logo **[Meilisearch](https://github.com/meilisearch/meilisearch-mcp)** - Interact & query with Meilisearch (Full-text & semantic search API) -- MohterDuck Logo **[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB +- MotherDuck Logo **[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB ### 🌎 Community Servers From 30de05c9b031c101ee87ea34b9296db18bda4005 Mon Sep 17 00:00:00 2001 From: Tadas Antanavicius Date: Tue, 7 Jan 2025 10:35:47 -0800 Subject: [PATCH 30/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b14b48c9..b398792f 100644 --- a/README.md +++ b/README.md @@ -122,7 +122,7 @@ Additional resources on MCP. - **[Open-Sourced MCP Servers Directory](https://github.com/chatmcp/mcp-directory)** - A curated list of MCP servers by **[mcpso](https://mcp.so)** - **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** - **[Smithery](https://smithery.ai/)** - A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)** -- **[PulseMCP](https://www.pulsemcp.com)** ([API](https://www.pulsemcp.com/api)) - A comprehensive, human-reviewed index of MCP servers and clients by **[Tadas Antanavicius](https://github.com/tadasant)**, **[Mike Coughlin](https://github.com/macoughl)**, and **[Ravina Patel](https://github.com/ravinahp)** +- **[PulseMCP](https://www.pulsemcp.com)** ([API](https://www.pulsemcp.com/api)) - Community hub & weekly newsletter for discovering MCP servers, clients, articles, and news by **[Tadas Antanavicius](https://github.com/tadasant)**, **[Mike Coughlin](https://github.com/macoughl)**, and **[Ravina Patel](https://github.com/ravinahp)** - **[mcp-get](https://mcp-get.com)** - Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)** - **[mcp-cli](https://github.com/wong2/mcp-cli)** - A CLI inspector for the Model Context Protocol by **[wong2](https://github.com/wong2)** - **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** From ff0a511a702d60ecb1bf217835d1b96f3cdc5b0d Mon Sep 17 00:00:00 2001 From: David Soria Parra <167242713+dsp-ant@users.noreply.github.com> Date: Tue, 7 Jan 2025 18:37:59 +0000 Subject: [PATCH 31/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a7f9120c..5a30a67d 100644 --- a/README.md +++ b/README.md @@ -115,8 +115,8 @@ A growing set of community-developed and maintained servers demonstrates various These are high-level frameworks that make it easier to build MCP servers. -* [FastMCP](https://github.com/jlowin/fastmcp) (Python) * [FastMCP](https://github.com/punkpeye/fastmcp) (TypeScript) +* [EasyMCP](https://github.com/zcaceres/easy-mcp/) (TypeScript) ## πŸ“š Resources From 71005c2b3d3bf377c277d6ff4c2598ebe2c8e0a4 Mon Sep 17 00:00:00 2001 From: Scott <1350160+scorzeth@users.noreply.github.com> Date: Tue, 7 Jan 2025 16:24:42 -0800 Subject: [PATCH 32/37] Adding Anki MCP to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5a30a67d..d572f256 100644 --- a/README.md +++ b/README.md @@ -110,6 +110,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext +- **[Anki](https://github.com/scorzeth/anki-mcp-server)** - An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards. ## πŸ“š Frameworks From 71303793576425e38f2ba35f7c713c36aaef7185 Mon Sep 17 00:00:00 2001 From: longyi1207 <59838570+longyi1207@users.noreply.github.com> Date: Tue, 7 Jan 2025 22:20:15 -0800 Subject: [PATCH 33/37] Update README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5a30a67d..6c503c7a 100644 --- a/README.md +++ b/README.md @@ -110,6 +110,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext +- **[Glean](https://github.com/longyi1207/glean-mcp-server)** - A server that uses Glean API to search and chat. ## πŸ“š Frameworks From b2a63858c03ba2c83829965d34935fcee2b79357 Mon Sep 17 00:00:00 2001 From: Felo Restrepo <44730261+felores@users.noreply.github.com> Date: Wed, 8 Jan 2025 09:06:00 -0500 Subject: [PATCH 34/37] Cloudinary community MCP server Upload images and videos to Cloudinary --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5a30a67d..3a8d4362 100644 --- a/README.md +++ b/README.md @@ -110,6 +110,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext +- **[Cloudinary](https://github.com/felores/cloudinary-mcp-server)** - Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details. ## πŸ“š Frameworks From ae0197e37435f5cc448f410304c69b01a19ede6f Mon Sep 17 00:00:00 2001 From: TerminalMan <84923604+SecretiveShell@users.noreply.github.com> Date: Wed, 8 Jan 2025 20:12:43 +0000 Subject: [PATCH 35/37] fix sampling --- src/everything/everything.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/everything/everything.ts b/src/everything/everything.ts index e89dd192..84beb942 100644 --- a/src/everything/everything.ts +++ b/src/everything/everything.ts @@ -411,7 +411,7 @@ export const createServer = () => { maxTokens, ); return { - content: [{ type: "text", text: `LLM sampling result: ${result}` }], + content: [{ type: "text", text: `LLM sampling result: ${result.content.text}` }], }; } From eadddb3fd725e879dee87da83a37e64108120560 Mon Sep 17 00:00:00 2001 From: Se7en Date: Thu, 9 Jan 2025 17:30:00 +0800 Subject: [PATCH 36/37] add elasticsearch-mcp-server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7b815dea..960e24d3 100644 --- a/README.md +++ b/README.md @@ -111,6 +111,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext - **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents +- **[Elasticsearch](https://github.com/cr7258/elasticsearch-mcp-server)** - MCP server implementation that provides Elasticsearch interaction. ## πŸ“š Frameworks From 8ecc0c185eec552f713da54f66c2a8a1b3f5fd4c Mon Sep 17 00:00:00 2001 From: Justin Spahr-Summers Date: Fri, 10 Jan 2025 13:35:12 +0000 Subject: [PATCH 37/37] Sort lists in README alphabetically To reduce merge conflicts from successive PRs. --- CONTRIBUTING.md | 2 + README.md | 150 ++++++++++++++++++++++++------------------------ 2 files changed, 78 insertions(+), 74 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 8c6e176a..28cba5a6 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -10,6 +10,8 @@ The repository contains reference implementations, as well as a list of communit We generally don't accept new servers into the repository. We do accept pull requests to the [README.md](./README.md) adding a reference to your servers. +Please keep lists in alphabetical order to minimize merge conflicts when adding new items. + - Check the [modelcontextprotocol.io](https://modelcontextprotocol.io) documentation - Ensure your server doesn't duplicate existing functionality - Consider whether your server would be generally useful to others diff --git a/README.md b/README.md index a62d34b4..5295cbb7 100644 --- a/README.md +++ b/README.md @@ -6,6 +6,8 @@ to community built servers and additional resources. The servers in this repository showcase the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources. Each MCP server is implemented with either the [Typescript MCP SDK](https://github.com/modelcontextprotocol/typescript-sdk) or [Python MCP SDK](https://github.com/modelcontextprotocol/python-sdk). +> Note: Lists in this README are maintained in alphabetical order to minimize merge conflicts when adding new items. + ## 🌟 Reference Servers These servers aim to demonstrate MCP features and the Typescript and Python SDK. @@ -39,21 +41,19 @@ Official integrations are maintained by companies building production ready MCP - Axiom Logo **[Axiom](https://github.com/axiomhq/mcp-server-axiom)** - Query and analyze your Axiom logs, traces, and all other event data in natural language - Browserbase Logo **[Browserbase](https://github.com/browserbase/mcp-server-browserbase)** - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) - **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1) -- **[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account -- **[Obsidian Markdown Notes](https://github.com/calclavia/mcp-obsidian)** - Read and search through your Obsidian vault or any directory containing Markdown notes - E2B Logo **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev) - Exa Logo **[Exa](https://github.com/exa-labs/exa-mcp-server)** - Search Engine made for AIs by [Exa](https://exa.ai) - **[JetBrains](https://github.com/JetBrains/mcp-jetbrains)** – Work on your code with JetBrains IDEs -- **[Needle](https://github.com/JANHMS/needle-mcp)** - Production-ready RAG out of the box to search and retrieve data from your own documents. +- Kagi Logo **[Kagi Search](https://github.com/kagisearch/kagimcp)** - Search the web using Kagi's search API +- Meilisearch Logo **[Meilisearch](https://github.com/meilisearch/meilisearch-mcp)** - Interact & query with Meilisearch (Full-text & semantic search API) +- **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro +- MotherDuck Logo **[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB +- Neo4j Logo **[Neo4j](https://github.com/neo4j-contrib/mcp-neo4j/)** - Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory - **[Neon](https://github.com/neondatabase/mcp-server-neon)** - Interact with the Neon serverless Postgres platform -- Neo4j Logo **[Neo4j](https://github.com/neo4j-contrib/mcp-neo4j/)** - Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory -- Tinybird Logo **[Tinybird](https://github.com/tinybirdco/mcp-tinybird)** - Interact with Tinybird serverless ClickHouse platform -- [Search1API](https://github.com/fatwang2/search1api-mcp) - One API for Search, Crawling, and Sitemaps - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine -- **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro -- Meilisearch Logo **[Meilisearch](https://github.com/meilisearch/meilisearch-mcp)** - Interact & query with Meilisearch (Full-text & semantic search API) -- MotherDuck Logo **[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB -- Kagi Logo **[Kagi Search](https://github.com/kagisearch/kagimcp)** - Search the web using Kagi's search API +- **[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account +- [Search1API](https://github.com/fatwang2/search1api-mcp) - One API for Search, Crawling, and Sitemaps +- Tinybird Logo **[Tinybird](https://github.com/tinybirdco/mcp-tinybird)** - Interact with Tinybird serverless ClickHouse platform ### 🌎 Community Servers @@ -61,98 +61,100 @@ A growing set of community-developed and maintained servers demonstrates various > **Note:** Community servers are **untested** and should be used at **your own risk**. They are not affiliated with or endorsed by Anthropic. -- **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. -- **[NS Travel Information](https://github.com/r-huijts/ns-mcp-server)** - Access Dutch Railways (NS) real-time train travel information and disruptions through the official NS API. -- **[Spotify](https://github.com/varunneal/spotify-mcp)** - This MCP allows an LLM to play and use Spotify. -- **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles -- **[Vega-Lite](https://github.com/isaacwasserman/mcp-vegalite-server)** - Generate visualizations from fetched data using the VegaLite format and renderer. -- **[Snowflake](https://github.com/isaacwasserman/mcp-snowflake-server)** - This MCP server enables LLMs to interact with Snowflake databases, allowing for secure and controlled data operations. -- **[MySQL](https://github.com/designcomputer/mysql_mcp_server)** (by DesignComputer) - MySQL database integration in Python with configurable access controls and schema inspection -- **[MySQL](https://github.com/benborla/mcp-server-mysql)** (by benborla) - MySQL database integration in NodeJS with configurable access controls and schema inspection -- **[MSSQL](https://github.com/aekanun2020/mcp-server/)** - MSSQL database integration with configurable access controls and schema inspection +- **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents +- **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM +- **[Airtable](https://github.com/domdomegg/airtable-mcp-server)** - Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection. +- **[Airtable](https://github.com/felores/airtable-mcp)** - Airtable Model Context Protocol Server. +- **[AlphaVantage](https://github.com/calvernaz/alphavantage)** - MCP server for stock market data API [AlphaVantage](https://www.alphavantage.co) +- **[Anki](https://github.com/scorzeth/anki-mcp-server)** - An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards. +- **[Any Chat Completions](https://github.com/pyroprompts/any-chat-completions-mcp)** - Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more. +- **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[BigQuery](https://github.com/LucasHild/mcp-server-bigquery)** (by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery. - **[BigQuery](https://github.com/ergut/mcp-bigquery-server)** (by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities -- **[Todoist](https://github.com/abhiz123/todoist-mcp-server)** - Interact with Todoist to manage your tasks. -- **[Tavily search](https://github.com/RamXX/mcp-tavily)** - An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions -- **[Linear](https://github.com/jerhadf/linear-mcp-server)** - Allows LLM to interact with Linear's API for project management, including searching, creating, and updating issues. +- **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) +- **[Chroma](https://github.com/privetin/chroma)** - Vector database server for semantic document search and metadata filtering, built on Chroma +- **[Cloudinary](https://github.com/felores/cloudinary-mcp-server)** - Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details. +- **[cognee-mcp](https://github.com/topoteretes/cognee-mcp-server)** - GraphRAG memory server with customizable ingestion, data processing and search +- **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. +- **[Contentful-mcp](https://github.com/ivo-toby/contentful-mcp)** - Read, update, delete, publish content in your [Contentful](https://contentful.com) space(s) from this MCP Server. +- **[Data Exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration)** - MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. NOTE: Will execute arbitrary Python code on your machine, please use with caution! - **[DevRev](https://github.com/kpsunil97/devrev-mcp-server)** - An MCP server to integrate with DevRev APIs to search through your DevRev Knowledge Graph where objects can be imported from diff. sources listed [here](https://devrev.ai/docs/import#available-sources). -- **[Playwright](https://github.com/executeautomation/mcp-playwright)** - This MCP Server will help you run browser automation and webscraping using Playwright -- **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM -- **[LlamaCloud](https://github.com/run-llama/mcp-server-llamacloud)** (by marcusschiesser) - Integrate the data stored in a managed index on [LlamaCloud](https://cloud.llamaindex.ai/) -- **[Any Chat Completions](https://github.com/pyroprompts/any-chat-completions-mcp)** - Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more. -- **[Windows CLI](https://github.com/SimonB97/win-cli-mcp-server)** - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells. -- **[OpenRPC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org). -- **[FireCrawl](https://github.com/vrknetha/mcp-server-firecrawl)** - Advanced web scraping with JavaScript rendering, PDF support, and smart rate limiting -- **[AlphaVantage](https://github.com/calvernaz/alphavantage)** - MCP server for stock market data API [AlphaVantage](https://www.alphavantage.co) - **[Docker](https://github.com/ckreiling/mcp-server-docker)** - Integrate with Docker to manage containers, images, volumes, and networks. +- **[Elasticsearch](https://github.com/cr7258/elasticsearch-mcp-server)** - MCP server implementation that provides Elasticsearch interaction. +- **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext. +- **[FireCrawl](https://github.com/vrknetha/mcp-server-firecrawl)** - Advanced web scraping with JavaScript rendering, PDF support, and smart rate limiting +- **[FlightRadar24](https://github.com/sunsetcoder/flightradar24-mcp-server)** - A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data. +- **[Glean](https://github.com/longyi1207/glean-mcp-server)** - A server that uses Glean API to search and chat. +- **[Google Calendar](https://github.com/v-3/google-calendar)** - Integration with Google Calendar to check schedules, find time, and add/delete events +- **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. +- **[Home Assistant](https://github.com/tevonsb/homeassistant-mcp)** - Interact with [Home Assistant](https://www.home-assistant.io/) including viewing and controlling lights, switches, sensors, and all other Home Assistant entities. +- **[HuggingFace Spaces](https://github.com/evalstate/mcp-hfspace)** - Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration. +- **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles +- **[Keycloak MCP](https://github.com/ChristophEnglisch/keycloak-model-context-protocol)** - This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms. - **[Kubernetes](https://github.com/Flux159/mcp-server-kubernetes)** - Connect to Kubernetes cluster and manage pods, deployments, and services. +- **[Linear](https://github.com/jerhadf/linear-mcp-server)** - Allows LLM to interact with Linear's API for project management, including searching, creating, and updating issues. +- **[LlamaCloud](https://github.com/run-llama/mcp-server-llamacloud)** (by marcusschiesser) - Integrate the data stored in a managed index on [LlamaCloud](https://cloud.llamaindex.ai/) +- **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. +- **[mcp-k8s-go](https://github.com/strowk/mcp-k8s-go)** - Golang-based Kubernetes server for MCP to browse pods and their logs, events, namespaces and more. Built to be extensible. +- **[MSSQL](https://github.com/aekanun2020/mcp-server/)** - MSSQL database integration with configurable access controls and schema inspection +- **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) +- **[Minima](https://github.com/dmayboroda/minima)** - MCP server for RAG on local files +- **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. +- **[MySQL](https://github.com/benborla/mcp-server-mysql)** (by benborla) - MySQL database integration in NodeJS with configurable access controls and schema inspection +- **[MySQL](https://github.com/designcomputer/mysql_mcp_server)** (by DesignComputer) - MySQL database integration in Python with configurable access controls and schema inspection +- **[NS Travel Information](https://github.com/r-huijts/ns-mcp-server)** - Access Dutch Railways (NS) real-time train travel information and disruptions through the official NS API. +- **[Needle](https://github.com/JANHMS/needle-mcp)** - Production-ready RAG out of the box to search and retrieve data from your own documents. +- **[Notion](https://github.com/suekou/mcp-notion-server)** (by suekou) - Interact with Notion API. +- **[Notion](https://github.com/v-3/notion-server)** (by v-3) - Notion MCP integration. Search, Read, Update, and Create pages through Claude chat. +- **[oatpp-mcp](https://github.com/oatpp/oatpp-mcp)** - C++ MCP integration for Oat++. Use [Oat++](https://oatpp.io) to build MCP servers. +- **[Obsidian Markdown Notes](https://github.com/calclavia/mcp-obsidian)** - Read and search through your Obsidian vault or any directory containing Markdown notes - **[OpenAPI](https://github.com/snaggle-ai/openapi-mcp-server)** - Interact with [OpenAPI](https://www.openapis.org/) APIs. +- **[OpenRPC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org). - **[Pandoc](https://github.com/vivekVells/mcp-pandoc)** - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, and plain text, with other formats like PDF, csv and docx in development. - **[Pinecone](https://github.com/sirmews/mcp-pinecone)** - MCP server for searching and uploading records to Pinecone. Allows for simple RAG features, leveraging Pinecone's Inference API. -- **[HuggingFace Spaces](https://github.com/evalstate/mcp-hfspace)** - Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration. -- **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) -- **[Data Exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration)** - MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. NOTE: Will execute arbitrary Python code on your machine, please use with caution! -- **[Rememberizer AI](https://github.com/skydeckai/mcp-server-rememberizer)** - An MCP server designed for interacting with the Rememberizer data source, facilitating enhanced knowledge retrieval. -- **[FlightRadar24](https://github.com/sunsetcoder/flightradar24-mcp-server)** - A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data. -- **[X (Twitter)](https://github.com/vidhupv/x-mcp)** (by vidhupv) - Create, manage and publish X/Twitter posts directly through Claude chat. -- **[X (Twitter)](https://github.com/EnesCinr/twitter-mcp)** (by EnesCinr) - Interact with twitter API. Post tweets and search for tweets by query. +- **[Playwright](https://github.com/executeautomation/mcp-playwright)** - This MCP Server will help you run browser automation and webscraping using Playwright - **[RAG Web Browser](https://github.com/apify/mcp-server-rag-web-browser)** An MCP server for Apify's RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown. -- **[XMind](https://github.com/apeyroux/mcp-xmind)** - Read and search through your XMind directory containing XMind files. -- **[oatpp-mcp](https://github.com/oatpp/oatpp-mcp)** - C++ MCP integration for Oat++. Use [Oat++](https://oatpp.io) to build MCP servers. -- **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. -- **[Contentful-mcp](https://github.com/ivo-toby/contentful-mcp)** - Read, update, delete, publish content in your [Contentful](https://contentful.com) space(s) from this MCP Server. -- **[Home Assistant](https://github.com/tevonsb/homeassistant-mcp)** - Interact with [Home Assistant](https://www.home-assistant.io/) including viewing and controlling lights, switches, sensors, and all other Home Assistant entities. +- **[Rememberizer AI](https://github.com/skydeckai/mcp-server-rememberizer)** - An MCP server designed for interacting with the Rememberizer data source, facilitating enhanced knowledge retrieval. - **[Salesforce MCP](https://github.com/smn2gnt/MCP-Salesforce)** - Interact with Salesforce Data and Metadata -- **[cognee-mcp](https://github.com/topoteretes/cognee-mcp-server)** - GraphRAG memory server with customizable ingestion, data processing and search -- **[Airtable](https://github.com/domdomegg/airtable-mcp-server)** - Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection. -- **[mcp-k8s-go](https://github.com/strowk/mcp-k8s-go)** - Golang-based Kubernetes server for MCP to browse pods and their logs, events, namespaces and more. Built to be extensible. -- **[Notion](https://github.com/v-3/notion-server)** (by v-3) - Notion MCP integration. Search, Read, Update, and Create pages through Claude chat. -- **[Notion](https://github.com/suekou/mcp-notion-server)** (by suekou) - Interact with Notion API. -- **[TMDB](https://github.com/Laksh-star/mcp-server-tmdb)** - This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations. -- **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. -- **[Airtable](https://github.com/felores/airtable-mcp)** - Airtable Model Context Protocol Server. -- **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. -- **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. -- **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext. -- **[Glean](https://github.com/longyi1207/glean-mcp-server)** - A server that uses Glean API to search and chat. -- **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents -- **[Elasticsearch](https://github.com/cr7258/elasticsearch-mcp-server)** - MCP server implementation that provides Elasticsearch interaction. -- **[Cloudinary](https://github.com/felores/cloudinary-mcp-server)** - Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details. -- **[Anki](https://github.com/scorzeth/anki-mcp-server)** - An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards. -- **[Keycloak MCP](https://github.com/ChristophEnglisch/keycloak-model-context-protocol)** - This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms. - **[Scholarly](https://github.com/adityak74/mcp-scholarly)** - A MCP server to search for scholarly and academic articles. -- **[Chroma](https://github.com/privetin/chroma)** - Vector database server for semantic document search and metadata filtering, built on Chroma -- **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) -- **[Minima](https://github.com/dmayboroda/minima)** - MCP server for RAG on local files -- **[Google Calendar](https://github.com/v-3/google-calendar)** - Integration with Google Calendar to check schedules, find time, and add/delete events +- **[Snowflake](https://github.com/isaacwasserman/mcp-snowflake-server)** - This MCP server enables LLMs to interact with Snowflake databases, allowing for secure and controlled data operations. +- **[Spotify](https://github.com/varunneal/spotify-mcp)** - This MCP allows an LLM to play and use Spotify. +- **[TMDB](https://github.com/Laksh-star/mcp-server-tmdb)** - This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations. +- **[Tavily search](https://github.com/RamXX/mcp-tavily)** - An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions +- **[Todoist](https://github.com/abhiz123/todoist-mcp-server)** - Interact with Todoist to manage your tasks. +- **[Vega-Lite](https://github.com/isaacwasserman/mcp-vegalite-server)** - Generate visualizations from fetched data using the VegaLite format and renderer. +- **[Windows CLI](https://github.com/SimonB97/win-cli-mcp-server)** - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells. +- **[X (Twitter)](https://github.com/EnesCinr/twitter-mcp)** (by EnesCinr) - Interact with twitter API. Post tweets and search for tweets by query. +- **[X (Twitter)](https://github.com/vidhupv/x-mcp)** (by vidhupv) - Create, manage and publish X/Twitter posts directly through Claude chat. +- **[XMind](https://github.com/apeyroux/mcp-xmind)** - Read and search through your XMind directory containing XMind files. ## πŸ“š Frameworks These are high-level frameworks that make it easier to build MCP servers. -* [FastMCP](https://github.com/punkpeye/fastmcp) (TypeScript) * [EasyMCP](https://github.com/zcaceres/easy-mcp/) (TypeScript) +* [FastMCP](https://github.com/punkpeye/fastmcp) (TypeScript) ## πŸ“š Resources Additional resources on MCP. +- **[AiMCP](https://www.aimcp.info)** - A collection of MCP clients&servers to find the right mcp tools by **[Hekmon](https://github.com/hekmon8)** +- **[Awesome Crypto MCP Servers by badkk](https://github.com/badkk/awesome-crypto-mcp-servers)** - A curated list of MCP servers by **[Luke Fan](https://github.com/badkk)** +- **[Awesome MCP Servers by appcypher](https://github.com/appcypher/awesome-mcp-servers)** - A curated list of MCP servers by **[Stephen Akinyemi](https://github.com/appcypher)** - **[Awesome MCP Servers by punkpeye](https://github.com/punkpeye/awesome-mcp-servers)** (**[website](https://glama.ai/mcp/servers)**) - A curated list of MCP servers by **[Frank Fiegel](https://github.com/punkpeye)** - **[Awesome MCP Servers by wong2](https://github.com/wong2/awesome-mcp-servers)** (**[website](https://mcpservers.org)**) - A curated list of MCP servers by **[wong2](https://github.com/wong2)** -- **[Awesome MCP Servers by appcypher](https://github.com/appcypher/awesome-mcp-servers)** - A curated list of MCP servers by **[Stephen Akinyemi](https://github.com/appcypher)** -- **[Awesome Crypto MCP Servers by badkk](https://github.com/badkk/awesome-crypto-mcp-servers)** - A curated list of MCP servers by **[Luke Fan](https://github.com/badkk)** -- **[Open-Sourced MCP Servers Directory](https://github.com/chatmcp/mcp-directory)** - A curated list of MCP servers by **[mcpso](https://mcp.so)** - **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** -- **[Smithery](https://smithery.ai/)** - A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)** -- **[PulseMCP](https://www.pulsemcp.com)** ([API](https://www.pulsemcp.com/api)) - Community hub & weekly newsletter for discovering MCP servers, clients, articles, and news by **[Tadas Antanavicius](https://github.com/tadasant)**, **[Mike Coughlin](https://github.com/macoughl)**, and **[Ravina Patel](https://github.com/ravinahp)** -- **[mcp-get](https://mcp-get.com)** - Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)** -- **[mcp-cli](https://github.com/wong2/mcp-cli)** - A CLI inspector for the Model Context Protocol by **[wong2](https://github.com/wong2)** -- **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** +- **[MCP Badges](https://github.com/mcpx-dev/mcp-badges)** – Quickly highlight your MCP project with clear, eye-catching badges, by **[Ironben](https://github.com/nanbingxyz)** - **[MCP X Community](https://x.com/i/communities/1861891349609603310)** – A X community for MCP by **[Xiaoyi](https://x.com/chxy)** +- **[mcp-cli](https://github.com/wong2/mcp-cli)** - A CLI inspector for the Model Context Protocol by **[wong2](https://github.com/wong2)** +- **[mcp-get](https://mcp-get.com)** - Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)** - **[mcp-manager](https://github.com/zueai/mcp-manager)** - Simple Web UI to install and manage MCP servers for Claude Desktop by **[Zue](https://github.com/zueai)** - **[MCPHub](https://github.com/Jeamee/MCPHub-Desktop)** – An Open Source MacOS & Windows GUI Desktop app for discovering, installing and managing MCP servers by **[Jeamee](https://github.com/jeamee)** -- **[MCP Badges](https://github.com/mcpx-dev/mcp-badges)** – Quickly highlight your MCP project with clear, eye-catching badges, by **[Ironben](https://github.com/nanbingxyz)** -- **[AiMCP](https://www.aimcp.info)** - A collection of MCP clients&servers to find the right mcp tools by **[Hekmon](https://github.com/hekmon8)** +- **[Open-Sourced MCP Servers Directory](https://github.com/chatmcp/mcp-directory)** - A curated list of MCP servers by **[mcpso](https://mcp.so)** +- **[PulseMCP](https://www.pulsemcp.com)** ([API](https://www.pulsemcp.com/api)) - Community hub & weekly newsletter for discovering MCP servers, clients, articles, and news by **[Tadas Antanavicius](https://github.com/tadasant)**, **[Mike Coughlin](https://github.com/macoughl)**, and **[Ravina Patel](https://github.com/ravinahp)** +- **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** +- **[Smithery](https://smithery.ai/)** - A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)** ## πŸš€ Getting Started