Model Context Protocol
MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.
488 servers
g-fukurowl/fess-mcp-server
Fess MCP Server is a middleware server that integrates with the Fess search engine. By registering it in the settings of MCP clients such as Claude for Desktop, it enables agents to obtain information using Fess. Fess is an open-source full-text search server provided under the Apache License.
vikramdse/docs-mcp-server
This is an MCP (Model Context Protocol) server that allows you to search and fetch documentation for popular libraries like Langchain, Llama-Index, MCP, and OpenAI using the Serper API.
leanware-io/clickup-mcp-server
A Model Context Protocol server that provides seamless integration with ClickUp, allowing Large Language Models to interact with your ClickUp workspace tasks and data.
u3588064/Entity-Resolution
A data comparison tool that uses text normalization and language models to assess whether two sets of data come from the same entity, supporting JSON format comparison and semantic analysis.
wuyunmei/momedb-mcp
MemoDB MCP is a TypeScript-based AI conversation and knowledge management server offering user management, conversation data storage and knowledge base operations.
squirrelogic/mcp-feature-discussion
A TypeScript-based Model Context Protocol (MCP) server that facilitates intelligent feature discussions between developers and AI. This server acts as an AI lead developer, providing guidance on feature implementation, maintaining context of discussions, and helping teams make informed architectural decisions.
TerLand0berver/memory-bank-mcp-server
This is a Model Context Protocol (MCP) server designed to manage project-specific "memory bank" data. It utilizes an SQLite database to store and retrieve contextual information related to a project, such as product background, decision logs, progress updates, etc.
lucasoeth/mitmproxy-mcp
The server implements a simple note storage system with.
pbteja1998/sourcesyncai-mcp
A Model Context Protocol (MCP) server implementation for the SourceSync.ai API. This server allows AI models to interact with SourceSync.ai's knowledge management platform through a standardized interface.
jordy33/iot_mcp_server
This project contains two servers based on the Model Context Protocol (MCP): an IoT device control server and a memory management server. The IoT server provides device control, status query and real-time updates, suitable for scenarios such as smart homes and industrial IoT; the memory management server provides long-term memory storage and semantic search, suitable for areas such as conversation history and knowledge management.
podolskyDavid/marker-mcp
An MCP server implementation based on the marker project
rukshannet/mcp-agentic-rag
This project implements an MCP (Model Context Protocol) server and client for building agentic RAG (Retrieval-Augmented Generation) applications. The server provides a set of tools that can be used to enhance the performance of RAG systems, such as entity extraction, query refinement, and relevance checking.
9506hqwy/redmine_mcp_server
Redmine MCP Server is an experimental plugin providing a Model Context Protocol service based on server-side events, supporting features such as issue lists and Wiki page reading.
AndrewDonelson/go-mcp-server-service
A JSON-RPC 2.0 compliant server implementing the Model Context Protocol (MCP) for note management (as an example) This is an example. You can modify this and use as a Boilerplate for your own project. It supports cross-platform development and includes a command-line interface and service component for both development and release builds.
daikw/mcp-server-on-raspi
The server implements a simple note storage system with.
scotthelm/wikipedia-mcp-server
This server provides tools for interacting with the Wikipedia API through the Model Context Protocol. It allows AI assistants to access Wikipedia content, search for articles, get historical events, and retrieve images.
rakeshgangwar/n8n-mcp-server
This is a TypeScript-based MCP server that implements a simple notes system. It demonstrates core MCP concepts by providing.
compiledwithproblems/file-context-mcp
File Context MCP is a TypeScript-based application that provides an API for querying Large Language Models (LLMs) with context from local files. It supports multiple LLM providers (Ollama and Together.ai) and can process various file types to generate context-aware responses.
arborist-ai/claudehopper
ClaudeHopper is a specialized Model Context Protocol (MCP) server that enables Claude and other LLMs to interact directly with construction documents, drawings, and specifications through advanced RAG (Retrieval-Augmented Generation) and hybrid search.
sdkim96/mcp-app
This repository serves an MCP application with RAG and Web Searching tools. RAG tools let LLM not only retrieve knowledge from vectorstore but add documents, augmenting size of knowledge that LLM uses.
champaya/note-mcp
An API service that provides Note article search, detail retrieval and user article list features
ssdeanx/branch-thinking-mcp
Branch-Thinking MCP Tool is an advanced agentic platform for managing, visualizing, and reasoning over branching thoughts, tasks, code, and knowledge. It empowers both AI agents and humans to organize complex projects, cross-link ideas, and automate insight generation using a powerful branch-based paradigm.
ruslanmv/watsonx-rag-mcp-server
In this tutorial, you will learn how to build a full-featured Retrieval-Augmented Generation (RAG) server using IBM Watsonx.ai, ChromaDB for vector indexing, and expose it via the Model Context Protocol (MCP) Python SDK.
mikah13/mcp-clickup
An MCP server for the ClickUp API that lets Claude interact with ClickUp workspaces.
