Unified MCP Tool Graph: A Intelligence Layer for Dynamic Tool Retrieval
Instead of dumping 1000+ tools into a model’s prompt and expecting it to choose wisely, the Unified MCP Tool Graph equips your LLM with structure, clarity, and…
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Pydantic MCP Agent with Chainlit
This repo makes use of MCP servers to seamlessly integrate multiple tools for the agent.
Trade Agent MCP Server
Guide to connect to Trade Agent's MCP server and trade stocks and crypto
Shinobi
Shinobi gives every AI coding agent on your machine — and every cloud Claude session — one shared task spine, decision log, and searched dead-ends ledger…
ReyxGPT: Minecraft Server Management Agent
Minecraft server manager using the Model Context Protocol.
Argosvix — AI agent observability (87 tools)
Observability MCP server for AI agents - 87 tools to query LLM cost/errors/latency and operate alerts, budgets, evals from Claude/Cursor
AskTheApi Team Builder
Agent network builder for communicating with openapi apis. Based in autogen
Actionproof
Gives AI agents verifiable, tamper-evident receipts for their actions — attest_action signs a cryptographic receipt for what the agent did (email sent, payment…
deAPI Mcp Server
# deAPI MCP Server Production-ready Model Context Protocol (MCP) server for the [deAPI](https://deapi.ai) REST API. This server exposes all deAPI AI…
JADX-MCP-SERVER (Part of Zin's Reverse Engineering MCP Suite)
JADX-MCP-SERVER is a standalone Python server that uses the Model Context Protocol (MCP) to connect LLMs like Claude with a modified version of jadx-gui (via…
Claude Code
claude-code-mcp is an MCP server that calls the locally installed Claude Code CLI and provides tools for code explanation, review, fixing, editing, testing…
Bitget Agent SDK
TypeScript SDK with 89 Bitget UTA ops as LLM-callable intent tools
Aiscale Agent Services
9 AI tools — sentiment, research, contract analysis, code review, data enrichment. Pay-per-call in USDC on Base via x402. No API keys, no subscriptions.
Quickchat AI MCP server
The Quickchat AI MCP server lets anyone plug a Quickchat AI Agent into AI apps such as Claude Desktop, Cursor, VS Code, and Windsurf via the Model Context…
🌐 MCP-Server-101
This project 🌐 is a robust implementation of the Model Context Protocol (MCP), designed to facilitate seamless integration and interaction with various…
🧠 Advanced MCP Server Setup with
Advanced MCP Server Setup with uv, llama-index, ollama, and Cursor IDE
Python 从0到1构建MCP Server & Client
支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai
MCP Knowledge Base
A lightweight knowledge base assistant using MCP with LLM integration. Features a streamlined server-client architecture combining custom tools with a…
MCP SERVER
With this MCP, you can debug your application by querying any issue to an LLM using the latest documentation available on the web. We currently support…
1MCP
Aggregates multiple MCP servers into a single unified interface, reducing system resource usage and simplifying configuration management with dynamic reloading…
LexiLint MCP — Offline Spell Check & BYOK Grammar for AI Assistants
Spell and grammar checking for AI assistants via Model Context Protocol. 100% offline spell check (zero tokens, zero API calls) using nspell. BYOK grammar…
ebb-ai — carbon-aware MCP scheduler
Open-source MCP server that defers non-urgent LLM tasks to the cleanest electricity-grid hour inside a deadline. When the user says "do this later", "by…
Kanban Agent Long Term Memory. Visualized
CWIM Kanban gives your AI agent a persistent memory layer. It remembers what you were working on, recalls context automatically, and shows everything on a live…
Ennodia
MCP server that lets one AI agent ask other agents for help