Iterative, Gemini-powered research with grounding, structured outputs, and professional reports.

Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.

A curated list of open source repositories for AI Engineers

Claude Memory MCP Visualizer

MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, Code Executor

stardew mcp

Community-driven integration linking Jira, Confluence, and Bitbucket with secure token management and flexible config sources.

High-performance converter turning PDF, Word, and Excel into Markdown with image extraction, header/footer removal, and batch processing.

A Wolfram Language MCP toolkit delivering predefined servers, semantic search, code execution, notebook I/O, and MCP Apps with cross-client support.

C# coding-agent harness (.NET 10, Microsoft Agent Framework) — sessions, tools, permissions, providers, MCP, plugins

🐕 Self-hosted security-first AI agent · 22 providers · 11 chat channels · WebUI · 3-level memory · cron · heartbeat · skills · MCP

MCP Server for Remnawave Panel

Delphi Complier MCP Server for AI agent, Used for compile project and file to check ai code result.

MCP server for AI assistants to read and manage Coros fitness data: sleep, HRV, daily metrics, activities, and structured workouts via the unofficial Coros API

An MCP project that supports multiple agents chatting and collaborating with each other.

Bible study MCP server with Greek/Hebrew lexicons and Fee & Stuart hermeneutics

your ai debugger, vibe hacking tool

告别信息过载，AI 助你看懂新闻资讯热点，简单的舆情监控分析 - 多平台热点聚合+基于 MCP 的AI分析工具。

CLI-first MCP server for composer-based Kirby CMS projects — inspect blueprints/templates/plugins, interact with a real Kirby runtime, and use a bundled Kirby knowledge base.

A WordPress MCP server that provides 190+ tools for complete WordPress site management through AI.

Source code graph RAG (GraphRAG) for C/C++ development based on clang/clangd

AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:

MCP Cheat Engine Server — provides safe, structured read-only access to memory analysis and debugging functionality through the Model Context Protocol (MCP). For developers, security researchers, and game modders.

a finance MCP tool