MCP Servers

Pt Edge

grahamrowe82

Precomputed reasoning cache for AI infrastructure decisions — 220K+ pages tracking the open-source AI ecosystem

stackoverflow-mcp-server

CodexVeritax

A python mcp server for stackoverflow

MCP Notes Server

truaxki

A Model Context Protocol (MCP) server implementation providing persistent note management created with Python SDK.

HERE Maps MCP Server

limingchina

LLM MCP server using HereMaps API

MCP Memory with Redis Graph

samwang0723

MCP Server for long term memory graph

MCP TypeScript Starter

SamMorrowDrums

A minimal Model Context Protocol (MCP) server in TypeScript with hello tool, markdown resource, and prompt. Includes VS Code/devcontainer setup and documentation.

Financekit

vdalhambra

Financial Market Intelligence MCP Server — stock quotes, technical analysis, crypto data, and portfolio insights for AI agents

mcp-excel-server

bigcoder84

mcp-excel-server is a project based on the Spring AI MCP framework. Its main function is to provide large language model (LLM) with the ability to read and write local Excel files with the help of MCP protocol.

Bee Agent & Model Context Protocol with Backstage

evanshortiss

A sample MCP Server and Agent that uses it to pull data from a Backstage instanace

MCP PostgreSQL Demo

Tibiritabara

Postgres MCP server

Pandoc MCP Server

MaitreyaM

A Python-based MCP (Model Context Protocol) server powered by FastMCP that leverages Pandoc for flexible document conversion between various formats (Markdown, DOCX, PDF, HTML, etc.), designed for use with AI agents like Claude. Includes Docker configuration for easy deployment.

Server

pipeshub-ai

This repository contains the packages that make up Pipeshub’s local MCP server

Wechat Mcp

DarkNoah

wechat mcp

element-plus-mcp

dweb-channel

element-plush mcp server

Docker image for the MCP Everything server with SSE transport

tzolov

Docker image for the MCP everything server with SSE transport

🤖 Hamibot MCP Server

hamibot

用于与 Hamibot API 进行交互。它提供了一系列工具来管理和控制 Hamibot 设备及脚本

SqlAugur

mbentham

MCP server providing AI assistants with safe, read-only access to SQL Server databases. AST-based query validation, rate limiting, and DBA diagnostic tooling.

Mcp Server Template

LSTM-Kirigaya

A quick-start template to develop your own MCP Server to make AI to get access to your tools/resources

Kibela MCP Server

kiwamizamurai

MCP server implementation for Kibela API integration

Edge-TTS MCP Server

yuiseki

Model Context Protocol for Text-to-Speech

MCP-Mealprep

JoshuaRL

This project takes a number of MCP servers from GitHub locations, packages them together with this repo's GHCR container, and launches them with docker-compose to run as a stack for ML/AI resources.

Zig

nzrsky

Zig ZLS MCP for Claude Code 🤖

Mcp

postbasehq

MCP server for Postbase: let Claude, Cursor or any MCP client schedule posts and threads to X, LinkedIn, Bluesky and Mastodon.

IOD App

iodmcp

discover and install MCP servers

Bilibili Subtitle Fetch

Initsnow

MCP server for fetching Bilibili video subtitles with language and format options.

Filesystem MCP Server (@shtse8/filesystem-mcp)

shtse8

📁 Secure, efficient MCP filesystem server - token-saving batch operations with project root confinement

Ais

Anode1

An extension of your associative memory: a memo that is always with you and always yours, that brings things back the way your mind does, by association. Underneath, an index: file anything under keys, recall it by keys, plain text on your own disk.

uMCP

mika-f

uMCP is a server implementation of the MCP protocol, designed for working with the AI in Unity.

@openapi-mcp/server

sotayamashita

Powerful bridge between OpenAPI specifications and AI assistants using the Model Context Protocol (MCP). Automatically converts any OpenAPI/Swagger API specification into MCP tools that can be used by AI assistants like Claude Desktop.

Wechat Dev Mcp

jiawei686

mcp server for wechat dev tools

Gsc

mikusnuz

MCP server for Google Search Console, URL Inspection & Indexing API — full API coverage (13 tools)

CrateDB MCP Server

crate

CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.

Polymarket MCP Server

pab1it0

A Model Context Protocol (MCP) server for Polymarket's Gamma Markets API.

Disco

leap-laboratories

Discovery Engine — find novel, statistically validated patterns in tabular data

MCP CLI

gelisam

a simple MCP server allowing VS Code to run a specific shell command without asking

Awesome DevOps MCP Servers

derisk-ai

MCPServers in the DevOps domain.

Fuel Network & Sway Language MCP Server

FuelLabs

A Fuel MCP server which provides support for Fuel docs and various coding IDEs such as Cursor.

playwright-sse-mcp-server

torohash

playwright/mcpをsseで外部から触るためのやつ

proof-of-commitment

piiiico

Supply chain security risk scorer for npm, PyPI, Cargo, and Go — behavioral signals that can't be faked

BrasilAPI MCP Server

mauricio-cantu

A Model Context Protocol (MCP) server that provides tools to query BrasilAPI across different clients and LLMs. Enhance your AI apps with rich data from Brasil resources.

McpR

BrennanConroy

Demo MCP Server using SignalR

APIMatic Validator MCP Server

apimatic

APIMatic Validator MCP Server for validating OpenAPI specs via APIMatic's API with MCP

Ludo

Ludo-AI

Generate game assets using AI: sprites, 3D models, animations, spritesheets, sound effects, music, and voice. Perfect for game developers and creative projects

Hallucina

smadi0x86

An LLVM-based obfuscation tool designed to confuse LLM clients interacting with custom MCP disassembler servers.

Filesystem MCP Server (@sylphlab/filesystem-mcp)

sylphlab

📁 Secure, efficient MCP filesystem server - token-saving batch operations with project root confinement

arxiv-search MCP Server

win4r

A Model Context Protocol server for searching academic papers on arXiv.

DevEnvInfoServer - Cursor MCP Server for Development Environment Information

carterlasalle

DevEnvInfoServer - Cursor MCP Server for Development Environment Information

SQLite MCP Server

javsanmar5

Implementation of an MCP (Model Context Protocol) Server for SQLite. It provides an AI model with context and the ability to execute SQL queries.

systemprompt-mcp-interview

Ejb503

A specialized Model Context Protocol (MCP) server that enables AI-powered interview roleplay scenarios

Agentziwei

Timmy9527

紫微AI，是一个紫微斗数解盘AI应用。Ziwei AI is an AI application for Ziwei Doushu chart interpretation.紫微AIは、紫微斗数のチャート解読のためのAIアプリケーションです。

Bluesky MCP Server

semioz

mcp server for bluesky. featured in offical mcp server repo.

Claude Harness

anotherben

Governance harness for Claude Code & Codex CLI — 57 MCP tools, 45 quality-gate hooks, 64 enterprise skills, HMAC-signed evidence, 2FA infrastructure locks. Vibe prompt in, enterprise quality out.