S

Spring AI

Ghaith-kh

MCP Spring AI Project – Java Spring Boot app demonstrating Model Context Protocol (MCP) integration. Features custom AI tools, MCP server (stdio & SSE), LLM workflows (OpenAI, Claude), and Postman tes

O

Openapi

sachinkg12

Turn any OpenAPI 3.x specification into a working MCP server — generated tools exposed over Streamable HTTP for any MCP client, with a web UI to try them live.

A

Async Bash

vincent-chang

A Rust MCP server for spawning and managing bash commands asynchronously. Run multiple shell commands in parallel and check their progress independently.

S

Springai MCP App

vijayypandit

A Spring Boot application that integrates Spring AI with Model Context Protocol (MCP) using a filesystem-backed MCP server. This project demonstrates how to connect an LLM-based chat client to filesys

R

Repograph

Karry1123

Turn any codebase into an interactive architecture map in seconds. Zero-config CLI + MCP server for Claude Code & Claude Desktop (TS/JS, Python, Go, Rust).

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Java Sdk

AuthPlane

Java SDK for protecting MCP servers and OAuth 2.1 resource servers with tokens issued by the Authplane authorization server. Includes framework adapters (e.g. MCP, Spring Security).

M

MCP Robot

makarski

MCP Server SDK in Golang

A

Adk MCP Sdk

zavora-ai

Enterprise SDK traits for MCP servers targeting the ADK-Rust Enterprise registry. Provides the shared contract that enables automatic server onboarding, health monitoring, tool governance, and risk cl

O

Openapi

Fetch-Hive

Turn any OpenAPI spec into a secure MCP server. Connect local or live APIs to Cursor, Codex, Claude Code, VS Code, ChatGPT, and any MCP client in minutes.

G

Go MCP Server Mds

Warashi

A Go implementation of a Model Context Protocol (MCP) server that serves markdown files with frontmatter support from a filesystem.

Y

Youtrack MCP Rs

Guillermo-Octavio

MCP server for YouTrack — issues, articles, agile boards, and time tracking for AI coding agents

B

BookMCP

Prem5123

Give coding agents the knowledge in your books for system design and better implementation. Local Rust MCP server with PDF search and page citations for Codex and Claude Code.

R

Roxo

rbxrootx

MCP-native Rojo. Roblox filesystem sync that AI agents can drive end to end — an MCP server, a status API, and a Studio plugin that connects on its own.

D

Dsh Pre Duediligence

GitHub Actions

Pre-visit due diligence and company research in DeepSeek Harness with Host-tracked progress, fixed-route Qichacha MCP calls, entity confirmation, and downloadable reports.

P

Pyslang

Offiziell

io.github.ariklapid

Compiler-backed read-only Verilog and SystemVerilog project analysis.

@

@manifest Network/manifest MCP Core

GitHub Actions

Shared library for Cosmos SDK blockchain logic, tool functions, and server utilities (Manifest Network)

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@usepolyglot/cli

GitHub Actions

A coding-agent CLI that works the same way whether the model is Claude, GPT, or an open-weight model like Qwen, DeepSeek, GLM, or Llama running locally.

S

Sparkforensics

GitHub Actions

MCP server exposing Apache Spark event-log diagnostics over stdio.

R

Rebuild Dossier

GitHub Actions

MCP server that reverse-engineers a trustworthy rebuild spec from an existing app.

G

Github Analytics

Offiziell

io.github.TheNextGenNexus

Get GitHub repository stats, search repos, analyze languages, and compare projects

J

Jellyfish

GitHub Actions

Connect to your Jellyfish Software Engineering Intelligence platform for comprehensive team insights, effort allocation, and delivery metrics.

A

Ajiaskill

ephremyuan

Personal skill manager and platform for coding agents: catalog, MCP, native-first routing, automatic learning, and gated promotion.

M

MCP Cassette

GitHub Actions

Record a real MCP session once, replay it forever. VCR-style record/replay, contract snapshots, and safety checks for Model Context Protocol servers.

@

@grape Dev/grape Kit

zrr000212

Grape DevOps pipeline tools for coding agents — native HTTP transport (zero Python required), grape CLI optional. Turn any Git project into an AI-driven workflow, right inside your terminal agent.

W

Worktree For Agents

saez520

Standalone Git worktree manager with a stdio MCP service usable by any coding agent

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@araw/robloxstudio MCP Inspector

araw

DataModel read-only MCP server for inspecting and debugging Roblox Studio from AI coding tools

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@depup/ai

chiefmikey

AI SDK by Vercel - build apps like ChatGPT, Claude, Gemini, and more with a single interface for any model using the Vercel AI Gateway or go direct to OpenAI, Anthropic, Google, or any other model pro

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@gemmein/mcp

gemmein

Gemmein MCP server — gives coding agents the Gemmein guide, API reference, rule/error explainers, what changed in each release, and a live integration check (reaffirm) as tools. Nine tools are read-on

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@keboola/validate Ui

GitHub Actions

Local stdio MCP server — the UI-authoring counterpart to the hosted keboola/mcp-server — exposing discover (discover_design), scaffold (scaffold_app), validate (validate_ui) and score (score_ui, serve

F

Faf

wolfejam.dev

.FAF Context — persistent project context for Cursor, VS Code and every MCP-compatible IDE. IANA-registered .faf format. Curated core tools by default, full set via FAF_TOOLS=all.

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@yuzetoolkit/unityevaltool

GitHub Actions

Unity Broker, local and remote MCP access, and CLI for Yuze Eval Tool

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@ih8e/express Cli

GitHub Actions

CLI/TUI/MCP client for eXpress Chat

M

Mcpsnoop

GitHub Actions

Wireshark for MCP. A transparent proxy between your AI client and MCP server. Watch every call live in your terminal, fail CI on what it finds, export OpenTelemetry spans.

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@usejunior/odf Core

GitHub Actions

OpenDocument Format (.odt) core library: archive packaging, document view, surgical text replacement, and tracked-changes comparison

N

Nomoreide

GitHub Actions

AI-native local development workbench: services, logs, Git, databases and agent environments, over MCP, CLI, TUI and a web dashboard.

A

Agentwheel

GitHub Actions

Weave skills, rules, and instructions across every AI agent.