From b34948846924bcf334d586ba595062270f7501b9 Mon Sep 17 00:00:00 2001 From: Skirano Date: Mon, 2 Dec 2024 15:11:07 -0500 Subject: [PATCH 1/4] added aws kb server --- src/aws-kb-retrieval-server/README.md | 53 +++++++ src/aws-kb-retrieval-server/index.ts | 166 ++++++++++++++++++++++ src/aws-kb-retrieval-server/package.json | 30 ++++ src/aws-kb-retrieval-server/tsconfig.json | 17 +++ 4 files changed, 266 insertions(+) create mode 100644 src/aws-kb-retrieval-server/README.md create mode 100644 src/aws-kb-retrieval-server/index.ts create mode 100644 src/aws-kb-retrieval-server/package.json create mode 100644 src/aws-kb-retrieval-server/tsconfig.json diff --git a/src/aws-kb-retrieval-server/README.md b/src/aws-kb-retrieval-server/README.md new file mode 100644 index 00000000..ac2bdb43 --- /dev/null +++ b/src/aws-kb-retrieval-server/README.md @@ -0,0 +1,53 @@ +# AWS Knowledge Base Retrieval MCP Server + +An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime. + +## Features + +- **RAG (Retrieval-Augmented Generation)**: Retrieve context from the AWS Knowledge Base based on a query and a Knowledge Base ID. +- **Supports multiple results retrieval**: Option to retrieve a customizable number of results. + +## Tools + +- **retrieve_from_aws_kb** + - Perform retrieval operations using the AWS Knowledge Base. + - Inputs: + - `query` (string): The search query for retrieval. + - `knowledgeBaseId` (string): The ID of the AWS Knowledge Base. + - `n` (number, optional): Number of results to retrieve (default: 3). + +## Configuration + +### Setting up AWS Credentials + +1. Obtain AWS access key ID, secret access key, and region from the AWS Management Console. +2. Ensure these credentials have appropriate permissions for Bedrock Agent Runtime operations. + +### Usage with Claude Desktop + +Add this to your `claude_desktop_config.json`: + +```json +{ + "mcpServers": { + "aws-kb-retrieval": { + "command": "npx", + "args": [ + "-y", + "@modelcontextprotocol/server-aws-kb-retrieval" + ], + "env": { + "AWS_ACCESS_KEY_ID": "YOUR_ACCESS_KEY_HERE", + "AWS_SECRET_ACCESS_KEY": "YOUR_SECRET_ACCESS_KEY_HERE", + "AWS_REGION": "YOUR_AWS_REGION_HERE" + } + } + } +} +``` + +## License + +This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository. + +This README assumes that your server package is named `@modelcontextprotocol/server-aws-kb-retrieval`. Adjust the package name and installation details if they differ in your setup. Also, ensure that your server script is correctly built and that all dependencies are properly managed in your `package.json`. diff --git a/src/aws-kb-retrieval-server/index.ts b/src/aws-kb-retrieval-server/index.ts new file mode 100644 index 00000000..f60a544e --- /dev/null +++ b/src/aws-kb-retrieval-server/index.ts @@ -0,0 +1,166 @@ +#!/usr/bin/env node +import { Server } from "@modelcontextprotocol/sdk/server/index.js"; +import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; +import { + CallToolRequestSchema, + ListToolsRequestSchema, + Tool, +} from "@modelcontextprotocol/sdk/types.js"; +import { + BedrockAgentRuntimeClient, + RetrieveCommand, + RetrieveCommandInput, +} from "@aws-sdk/client-bedrock-agent-runtime"; + +// AWS client initialization +const bedrockClient = new BedrockAgentRuntimeClient({ + region: process.env.AWS_REGION, + credentials: { + accessKeyId: process.env.AWS_ACCESS_KEY_ID!, + secretAccessKey: process.env.AWS_SECRET_ACCESS_KEY!, + }, +}); + +interface RAGSource { + id: string; + fileName: string; + snippet: string; + score: number; +} + +async function retrieveContext( + query: string, + knowledgeBaseId: string, + n: number = 3 +): Promise<{ + context: string; + isRagWorking: boolean; + ragSources: RAGSource[]; +}> { + try { + if (!knowledgeBaseId) { + console.error("knowledgeBaseId is not provided"); + return { + context: "", + isRagWorking: false, + ragSources: [], + }; + } + + const input: RetrieveCommandInput = { + knowledgeBaseId: knowledgeBaseId, + retrievalQuery: { text: query }, + retrievalConfiguration: { + vectorSearchConfiguration: { numberOfResults: n }, + }, + }; + + const command = new RetrieveCommand(input); + const response = await bedrockClient.send(command); + const rawResults = response?.retrievalResults || []; + const ragSources: RAGSource[] = rawResults + .filter((res) => res?.content?.text) + .map((result, index) => { + const uri = result?.location?.s3Location?.uri || ""; + const fileName = uri.split("/").pop() || `Source-${index}.txt`; + return { + id: (result.metadata?.["x-amz-bedrock-kb-chunk-id"] as string) || `chunk-${index}`, + fileName: fileName.replace(/_/g, " ").replace(".txt", ""), + snippet: result.content?.text || "", + score: (result.score as number) || 0, + }; + }) + .slice(0, 3); + + const context = rawResults + .filter((res): res is { content: { text: string } } => res?.content?.text !== undefined) + .map(res => res.content.text) + .join("\n\n"); + + return { + context, + isRagWorking: true, + ragSources, + }; + } catch (error) { + console.error("RAG Error:", error); + return { context: "", isRagWorking: false, ragSources: [] }; + } +} + +// Define the retrieval tool +const RETRIEVAL_TOOL: Tool = { + name: "retrieve_from_aws_kb", + description: "Performs retrieval from the AWS Knowledge Base using the provided query and Knowledge Base ID.", + inputSchema: { + type: "object", + properties: { + query: { type: "string", description: "The query to perform retrieval on" }, + knowledgeBaseId: { type: "string", description: "The ID of the AWS Knowledge Base" }, + n: { type: "number", default: 3, description: "Number of results to retrieve" }, + }, + required: ["query", "knowledgeBaseId"], + }, +}; + +// Server setup +const server = new Server( + { + name: "aws-kb-retrieval-server", + version: "0.2.0", + }, + { + capabilities: { + tools: {}, + }, + }, +); + +// Request handlers +server.setRequestHandler(ListToolsRequestSchema, async () => ({ + tools: [RETRIEVAL_TOOL], +})); + +server.setRequestHandler(CallToolRequestSchema, async (request) => { + const { name, arguments: args } = request.params; + + if (name === "retrieve_from_aws_kb") { + const { query, knowledgeBaseId, n = 3 } = args as Record; + try { + const result = await retrieveContext(query, knowledgeBaseId, n); + if (result.isRagWorking) { + return { + content: [ + { type: "text", text: `Context: ${result.context}` }, + { type: "text", text: `RAG Sources: ${JSON.stringify(result.ragSources)}` }, + ], + }; + } else { + return { + content: [{ type: "text", text: "Retrieval failed or returned no results." }], + }; + } + } catch (error) { + return { + content: [{ type: "text", text: `Error occurred: ${error}` }], + }; + } + } else { + return { + content: [{ type: "text", text: `Unknown tool: ${name}` }], + isError: true, + }; + } +}); + +// Server startup +async function runServer() { + const transport = new StdioServerTransport(); + await server.connect(transport); + console.error("AWS KB Retrieval Server running on stdio"); +} + +runServer().catch((error) => { + console.error("Fatal error running server:", error); + process.exit(1); +}); diff --git a/src/aws-kb-retrieval-server/package.json b/src/aws-kb-retrieval-server/package.json new file mode 100644 index 00000000..39ba7bd4 --- /dev/null +++ b/src/aws-kb-retrieval-server/package.json @@ -0,0 +1,30 @@ +{ + "name": "@modelcontextprotocol/server-aws-kb-retrieval", + "version": "0.1.0", + "description": "MCP server for AWS Knowledge Base retrieval using Bedrock Agent Runtime", + "license": "MIT", + "author": "Anthropic, PBC (https://anthropic.com)", + "homepage": "https://modelcontextprotocol.io", + "bugs": "https://github.com/modelcontextprotocol/servers/issues", + "type": "module", + "bin": { + "mcp-server-aws-kb-retrieval": "dist/index.js" + }, + "files": [ + "dist" + ], + "scripts": { + "build": "tsc && shx chmod +x dist/*.js", + "prepare": "npm run build", + "watch": "tsc --watch" + }, + "dependencies": { + "@modelcontextprotocol/sdk": "0.5.0", + "@aws-sdk/client-bedrock-agent-runtime": "^3.0.0" + }, + "devDependencies": { + "@types/node": "^20.10.0", + "shx": "^0.3.4", + "typescript": "^5.6.2" + } +} diff --git a/src/aws-kb-retrieval-server/tsconfig.json b/src/aws-kb-retrieval-server/tsconfig.json new file mode 100644 index 00000000..98b13da0 --- /dev/null +++ b/src/aws-kb-retrieval-server/tsconfig.json @@ -0,0 +1,17 @@ +{ + "extends": "../../tsconfig.json", + "compilerOptions": { + "outDir": "./dist", + "rootDir": ".", + "composite": true, + "incremental": true, + "tsBuildInfoFile": "./dist/.tsbuildinfo" + }, + "include": [ + "./**/*.ts" + ], + "exclude": [ + "node_modules", + "dist" + ] +} From 07b47bc25bab3f90021aa81c7581d6e1b254a94d Mon Sep 17 00:00:00 2001 From: Skirano Date: Wed, 4 Dec 2024 12:57:39 -0500 Subject: [PATCH 2/4] fixed version and updated the server list in the main Readme --- README.md | 7 +++++-- src/aws-kb-retrieval-server/package.json | 2 +- 2 files changed, 6 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 28604b9a..a7fc2dfc 100644 --- a/README.md +++ b/README.md @@ -20,6 +20,9 @@ Each MCP server is implemented with either the [Typescript MCP SDK](https://gith - **[Brave Search](src/brave-search)** - Web and local search using Brave's Search API - **[Google Maps](src/google-maps)** - Location services, directions, and place details - **[Fetch](src/fetch)** - Web content fetching and conversion for efficient LLM usage +- **[Sequential Thinking](src/sequential-thinking)** - Dynamic and reflective problem-solving through thought sequences +- **[EverArt](src/everart)** - AI image generation using various models +- **[AWS KB Retrieval](src/aws-kb-retrieval)** - Retrieval from AWS Knowledge Base using Bedrock Agent Runtime ## 🌎 Community Servers @@ -29,14 +32,14 @@ Each MCP server is implemented with either the [Typescript MCP SDK](https://gith ## 🚀 Getting Started ### Using MCP Servers in this Repository -Typescript-based servers in this repository can be used directly with `npx`. +Typescript-based servers in this repository can be used directly with `npx`. For example, this will start the [Memory](src/memory) server: ```sh npx -y @modelcontextprotocol/server-memory ``` -Python-based servers in this repository can be used directly with [`uvx`](https://docs.astral.sh/uv/concepts/tools/) or [`pip`](https://pypi.org/project/pip/). `uvx` is recommended for ease of use and setup. +Python-based servers in this repository can be used directly with [`uvx`](https://docs.astral.sh/uv/concepts/tools/) or [`pip`](https://pypi.org/project/pip/). `uvx` is recommended for ease of use and setup. For example, this will start the [Git](src/git) server: ```sh diff --git a/src/aws-kb-retrieval-server/package.json b/src/aws-kb-retrieval-server/package.json index 39ba7bd4..d763e080 100644 --- a/src/aws-kb-retrieval-server/package.json +++ b/src/aws-kb-retrieval-server/package.json @@ -1,6 +1,6 @@ { "name": "@modelcontextprotocol/server-aws-kb-retrieval", - "version": "0.1.0", + "version": "0.2.0", "description": "MCP server for AWS Knowledge Base retrieval using Bedrock Agent Runtime", "license": "MIT", "author": "Anthropic, PBC (https://anthropic.com)", From 5020b4b384d0ee3d8e0ef674829f48229ae01305 Mon Sep 17 00:00:00 2001 From: Justin Spahr-Summers Date: Thu, 5 Dec 2024 12:05:27 +0000 Subject: [PATCH 3/4] Update package.json --- src/aws-kb-retrieval-server/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/aws-kb-retrieval-server/package.json b/src/aws-kb-retrieval-server/package.json index d763e080..fdad1a69 100644 --- a/src/aws-kb-retrieval-server/package.json +++ b/src/aws-kb-retrieval-server/package.json @@ -1,6 +1,6 @@ { "name": "@modelcontextprotocol/server-aws-kb-retrieval", - "version": "0.2.0", + "version": "0.6.2", "description": "MCP server for AWS Knowledge Base retrieval using Bedrock Agent Runtime", "license": "MIT", "author": "Anthropic, PBC (https://anthropic.com)", From bd4a101ac1e40c3b6a66f9efa2e3d5b3303c8e9f Mon Sep 17 00:00:00 2001 From: Justin Spahr-Summers Date: Thu, 5 Dec 2024 12:10:12 +0000 Subject: [PATCH 4/4] `npm install` --- package-lock.json | 1286 +++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 1286 insertions(+) diff --git a/package-lock.json b/package-lock.json index c73f44ee..b42b4228 100644 --- a/package-lock.json +++ b/package-lock.json @@ -24,6 +24,656 @@ "@modelcontextprotocol/server-slack": "*" } }, + "node_modules/@aws-crypto/crc32": { + "version": "5.2.0", + "resolved": "https://registry.npmjs.org/@aws-crypto/crc32/-/crc32-5.2.0.tgz", + 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