CyberChef API MCP Server
CyberChef API MCP Server is a Model Context Protocol (MCP) server that interfaces with the CyberChef Server API. It allows any LLM or MCP client to use the…
Directory
Search MCP Servers
mcp-server-bash
minimalistic MCP server written in bash script
WolframAlpha LLM
Integrates with WolframAlpha's LLM API to enable complex mathematical and scientific queries, offering tools for asking questions and getting simplified…
MATLAB MCP Integration
MCP server to run MATLAB code from LLM via the Matlab Engine API.
aica - AI Code Analyzer
aica(AI Code Analyzer) reviews your code using AI. Supports CLI and GitHub Actions.
🚀 FastMCP Boilerplate
A MCP server built with Python, FastMCP, Ollama, Open-webUI, FastAPI, and Docker following a microservice architecture..
MyAIServ: AI-Powered FastAPI Server with MCP 🚀
High-performance FastAPI server implementing Model Context Protocol (MCP) for seamless integration with Large Language Models (LLMs). Built with modern stack…
AnyCrawl
[AnyCrawl](https://anycrawl.dev) MCP Server, Powerful web scraping and crawling for Cursor, Claude, and other LLM clients via the Model Context Protocol (MCP).
LLMling
An MCP server with an LLMling backend that uses YAML files to configure LLM applications.
Code Review
Enables automated code reviews through multiple LLM providers by analyzing repository structures and evaluating code for security, performance, quality, and…
MCP Server & VSCode Extension
🚀 MCP Server & VSCode Extension A powerful tool that enables developers to create full-fledged web applications using natural language prompts. Built with an…
Venice AI Image Generator MCP Server
testing mcp-server functionality venice and gemini (images)
CosmWasm MCP Server Template
MCP server template for CosmWasm smart contract projects
Add API key to .env file
A simplest MCP system implemented in Python, including a client and several servers.
mcp-test
Tutorials on mcp server integration with LLM apps
MCP Servers for Developers
**English** | [中文](https://github.com/theriseunion/awesome-mcp-servers/blob/main/README_cn.md) # MCP Servers for Developers ## Introduction This document…
LLM API Benchmark MCP Server
Benchmark LLM APIs for throughput and Time To First Token (TTFT) under various concurrency levels.
Multi-LLM-MCP
An MCP server that lets any IDE agent delegate coding tasks to any LLM: cloud APIs or local models, through a single unified interface.
llm-prices
Compare LLM API pricing across 22 providers (OpenAI, Anthropic, Google, Mistral, and more) — calculate costs, find cheapest models, 128 models covered.
llm-advisor-mcp
Real-time LLM/VLM model comparison with benchmarks, pricing, and personalized recommendations from 5 data sources. No API key required.
Yahoo Finance
Integrates with Yahoo Finance to provide real-time stock market data, financial statements, company information, earnings reports, and news for informed…
Routara LLM Gateway
OpenAI-compatible MCP gateway for 787+ chat, image, and video models.
Archrad Deterministic Mcp
stdio MCP server from @archrad/deterministic—same engine as the archrad CLI. Validates architecture IR (structural + IR-LINT), merges local PolicyPack YAML…
This package has been merged into official repo, please use the official repo instead.
MCP server for pymupdf4llm, best pdf2md for LLM