From b34948846924bcf334d586ba595062270f7501b9 Mon Sep 17 00:00:00 2001 From: Skirano Date: Mon, 2 Dec 2024 15:11:07 -0500 Subject: [PATCH 01/11] 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 18c3b9fbc76417d7a474a107847b5b8a91c9e5c1 Mon Sep 17 00:00:00 2001 From: "Dana K. Williams" Date: Wed, 4 Dec 2024 06:04:42 -0500 Subject: [PATCH 02/11] Add MySQL MCP server to Community Servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ea3d3dfc..54cdb741 100644 --- a/README.md +++ b/README.md @@ -48,6 +48,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. - **[Spotify MCP](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 +- **[MySQL MCP](https://github.com/designcomputer/mysql_mcp_server)** - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines - **[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 From 3dc616b5ece33c4b18cf60ac9995cef4466da7d1 Mon Sep 17 00:00:00 2001 From: "Dana K. Williams" Date: Wed, 4 Dec 2024 08:56:31 -0500 Subject: [PATCH 03/11] Update MySQL server description for consistency --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 54cdb741..967d05a0 100644 --- a/README.md +++ b/README.md @@ -48,7 +48,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. - **[Spotify MCP](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 -- **[MySQL MCP](https://github.com/designcomputer/mysql_mcp_server)** - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines +- **[MySQL](https://github.com/designcomputer/mysql_mcp_server)** - MySQL database integration with configurable access controls and schema inspection - **[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 From 07b47bc25bab3f90021aa81c7581d6e1b254a94d Mon Sep 17 00:00:00 2001 From: Skirano Date: Wed, 4 Dec 2024 12:57:39 -0500 Subject: [PATCH 04/11] 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 69a676b6fad06a7e1260fed8b80a9732fb861354 Mon Sep 17 00:00:00 2001 From: Simon Benedict <102378134+SimonB97@users.noreply.github.com> Date: Wed, 4 Dec 2024 19:47:45 +0100 Subject: [PATCH 05/11] Update README.md Add entry for Windows CLI MCP Server to the README.md file. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1c735776..1c9b45a3 100644 --- a/README.md +++ b/README.md @@ -55,6 +55,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. ## 📚 Resources From 5c816e3dfa6bbac93b35b134cf6fa8d3f542b4df Mon Sep 17 00:00:00 2001 From: Jeremy Hadfield Date: Wed, 4 Dec 2024 12:26:42 -0700 Subject: [PATCH 06/11] Add Linear community server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1c735776..f6c62837 100644 --- a/README.md +++ b/README.md @@ -51,6 +51,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. +- **[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. - **[Playwright MCP](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 64f6c7679466182064d306f99c1c0af9e91c830d Mon Sep 17 00:00:00 2001 From: Shane Date: Wed, 4 Dec 2024 19:00:47 -0500 Subject: [PATCH 07/11] Add OpenRPC community server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1c735776..2abbcfff 100644 --- a/README.md +++ b/README.md @@ -55,6 +55,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. +- **[OpenRPC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org). ## 📚 Resources From b0e416294d27c979ff83b68aee02f4aad628f00f Mon Sep 17 00:00:00 2001 From: wong2 Date: Thu, 5 Dec 2024 19:09:55 +0800 Subject: [PATCH 08/11] Add mcp-cli to Resources --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1c735776..58a4a44b 100644 --- a/README.md +++ b/README.md @@ -64,6 +64,7 @@ Additional resources on MCP. - **[Awesome MCP Servers by wong2](https://github.com/wong2/awesome-mcp-servers)** - 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)** - **[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)** ## 🚀 Getting Started From 5020b4b384d0ee3d8e0ef674829f48229ae01305 Mon Sep 17 00:00:00 2001 From: Justin Spahr-Summers Date: Thu, 5 Dec 2024 12:05:27 +0000 Subject: [PATCH 09/11] 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 10/11] `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", + "integrity": 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"devDependencies": { + "@types/node": "^20.10.0", + "shx": "^0.3.4", + "typescript": "^5.6.2" + } + }, + "src/aws-kb-retrieval-server/node_modules/@types/node": { + "version": "20.17.9", + "resolved": "https://registry.npmjs.org/@types/node/-/node-20.17.9.tgz", + "integrity": "sha512-0JOXkRyLanfGPE2QRCwgxhzlBAvaRdCNMcvbd7jFfpmD4eEXll7LRwy5ymJmyeZqk7Nh7eD2LeUyQ68BbndmXw==", + "dev": true, + "dependencies": { + "undici-types": "~6.19.2" + } + }, "src/brave-search": { "name": "@modelcontextprotocol/server-brave-search", "version": "0.6.2", From e8f08ac4794f9f5946adf301b20ab86f4b8dc6e3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jan=20Hor=C3=A1k?= <162463026+jhhxgn@users.noreply.github.com> Date: Thu, 5 Dec 2024 17:33:11 +0100 Subject: [PATCH 11/11] Fixed Readme link to sequential thinking server --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 78f569f1..f4706613 100644 --- a/README.md +++ b/README.md @@ -24,7 +24,7 @@ These servers aim to demonstrate MCP features and the Typescript and Python SDK. - **[PostgreSQL](src/postgres)** - Read-only database access with schema inspection - **[Puppeteer](src/puppeteer)** - Browser automation and web scraping - **[Sentry](src/sentry)** - Retrieving and analyzing issues from Sentry.io -- **[Sequential Thinking](src/sequential-thinking)** - Dynamic and reflective problem-solving through thought sequences +- **[Sequential Thinking](src/sequentialthinking)** - Dynamic and reflective problem-solving through thought sequences - **[Slack](src/slack)** - Channel management and messaging capabilities - **[Sqlite](src/sqlite)** - Database interaction and business intelligence capabilities