Token Pilot
Save 60-80% tokens when AI reads code — MCP server for token-efficient code navigation with AST-aware structural reading
Directory
Search MCP Servers
mcp-api-tester Tools & Interfaces
mcp-api-tester Tools & Interfaces is a set of MCP tools that enable a Large Language Model (LLM) to perform automated API testing. It provides interfaces for…
Codegraphx (cgx)
CodeGraphX (CGX) — a local, token-efficient codebase graph engine & MCP server for AI coding agents. Tree-sitter parsing, a bi-temporal SQLite semantic graph…
Sncro
Give your AI coding assistant live visibility into the user's browser. Claude sees the actual DOM, console errors, and network timing instead of guessing from…
🚀 MCP File System API
MCP implementation code that sets up the server, integrates the LLaMA model for summarization, and serves it via a Flask application.
Morse Code MCP Server
Morse Code MCP Server is a Python‑based server that provides encoding from text to Morse code and decoding from Morse code back to text. It offers a RESTful…
Kodadocs
AI-generated help docs for your web app in minutes, not weeks. KodaDocs is a Claude Code MCP server that reads your codebase, captures screenshots with a…
Hangul Word Processor
Enables direct creation, editing, and formatting of Korean documents in Hangul Word Processor (HWP) format through Python or Node.js interfaces that control…
GitHub Repository Inspector
Integrates with GitHub repositories to enable repository searching, issue management, and pull request handling through authenticated API endpoints that format…
Model Context Protocol (MCP) Security
An exploration of common MCP server vulnerabilities, along with a deep dive into MCP server prompt injection (+demonstrations for each!).
Llm Usage & Cost Tracker
A local-first, multi-provider cost meter for LLM usage, exposed as MCP tools. Captures every call into a local SQLite ledger and lets any coding agent query…
Pin Wen
# Dive AI Agent 🤿 🤖  
boot-mcp
A starter template for building Model Context Protocol (MCP) applications with TypeScript
Mcp Llm Fastapi Ui
A model that uses streamlit as frontend and MCP server(notion and postgres tools) and FAST API for integration
🤖 MCP GitHub PR Reviewer
----- # 🤖 MCP GitHub PR Reviewer [](https://nodejs.org/) [](https://expressjs.com/) [](https://docs.github.com/en/rest) [](https://openrouter.ai/)…
MCP Host CLI
Local http server that proxies requests o LLMs and uses mcp-servers if needed
GUARDRAIL: Security Framework for Large Language Model Applications
GUARDRAIL - MCP Security - Gateway for Unified Access, Resource Delegation, and Risk-Attenuating Information Limits
Metis MCP Tools
A demo repository for testing the GitHub MCP server
Building a Simple MCP Server in Python Using the MCP Python SDK
The Model Context Protocol (MCP) is a standardized way to supply context to large language models (LLMs). Using the MCP Python SDK, you can build servers that…
Burnish Example Server
Description: Showcase MCP server for the Burnish Explorer — 34 tools across a fictional consulting company (projects, clients, team members, tasks, incidents…
MCP Server Example for Indonesian Customs Tariff & Hascode API
Certainly! Here's the edited version of your Markdown text, tailored for the **Indonesian Customs Tariff** domain and **Hascode API** usage, while keeping…
Abis Mcp Server
Real-time AI behavioral drift monitoring. 37 tools tracking 11 LLM models with 9-score scorecards, silent version change detection, immune threat assessment…
UniversalBench: run code, web, databases, and any LLM from your AI, safely
An MCP execution platform that gives any AI real infrastructure to act. Through three tools it can run code and shell commands, install packages, run tasks in…
Xircuits MCP Component Library
A Xircuits component library for defining MCP servers.