AI / ML MCP Servers

Mcp Playground

No CVEs24

A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker.

MCPToolBenchPP

No CVEs31

MCPToolBench++ MCP Model Context Protocol Tool Use Benchmark on AI Agent and Model Tool Use Ability

LLaMa MCP Streamlit

No CVEs23

AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).

BM25 Turbo Rust Python WASM CLI

No CVEs32

The fastest BM25 scoring engine: 2,300x faster than BM25S. 28K QPS on 8.8M docs. 5 BM25 variants (Robertson, Lucene, ATIRE, BM25L, BM25+). Memory-mapped persistence, BMW pruning, streaming indexing. Built-in HTTP server, MCP tool, HuggingFace Hub integration. Drop-in bm25s replacement for RAG & ML pipelines.

Mcp Js

No CVEs32

MCP server that exposes a V8 JavaScript runtime as a tool for AI agents like Claude and Cursor. Supports persistent heap snapshots via S3 or local filesystem, and is ready for integration with modern AI development environments.

Binance Mcp Server

No CVEs79

Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents.

Groq Mcp Server

No CVEs24

Groq MCP server

Mcp Django

No CVEs24

MCP server for Django integration with LLM assistants

Dragon Brain

No CVEs33

Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cursor, Windsurf, VS Code Copilot. 31 tools, 1116 tests.

A2a Langgraph Boilerplate

No CVEs22

a boilerplate for developers who want to start building an AI agent cluster with A2A and MCP servers integration faster and more efficiently.

Music Composer Webmcp

No CVEs27

This WebMCP Music Composer project is a functional demonstration of the WebMCP Protocol, illustrating how AI agents can interact with local browser contexts (tools) to achieve complex workflows autonomously.

Whimsical Mcp Server

No CVEs43

MCP server for creating whimsical boards from an LLM context

Dune Analytics Mcp

No CVEs21

A mcp server that bridges Dune Analytics data to AI agents.

Mie

No CVEs31

Persistent memory graph for AI agents. Facts, decisions, entities, and relationships that survive across sessions, tools, and providers. MCP server — works with Claude, Cursor, ChatGPT, and any MCP client.

Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens

Agentic Mcp Client

No CVEs22

A standalone agent runner that executes tasks using MCP (Model Context Protocol) tools via Anthropic Claude, AWS BedRock and OpenAI APIs. It enables AI agents to run autonomously in cloud environments and interact with various systems securely.

Rustchain Mcp

No CVEs33

MCP server for RustChain blockchain and BoTTube video platform — AI agent tools for earning RTC tokens. Built on createkr's RustChain SDK.

Autoteam

No CVEs19

Orchestrate AI agents with YAML-driven workflows via universal Model Context Protocol (MCP)

Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and sub-agents

Mcp Execution

No CVEs29

🚀 Generate executable TypeScript tools from MCP servers with 98% token savings. Progressive loading pattern for AI agents. Production-ready.