MCP Servers

Academic Commercialization Pipeline

apifyforge

Academic commercialization intelligence for AI agents via the Model Context Protocol. This MCP server orchestrates 8 academic and patent data sources — OpenAlex, Semantic Scholar, ArXiv, USPTO, EPO, NIH Grants, Grants.gov, and ClinicalTrials.

Redshift Administrative MCP Server & Web UI

vinodismyname

A Python-based MCP server for administrative actions on Amazon Redshift

Routing Number Lookup — ABA/ACH Bank Routing Validation

easysolutions906

Look up and validate US bank routing numbers. ABA checksum validation, search by bank name or state. Used by payroll, ACH, and payment platforms.

IBM AS400 ISeries MCP Server

abstracta

This project implements a customizable MCP server to execute RTE protocol.

Python project template

rohanjoackhim

mcp and python test server

데이터분석 LangGraph Agent (w. Model Context Protocol)

gongwon-nayeon

DataAnalysis Agent using LangGraph & MCP server and client

repo-template

loonghao

A Model Context Protocol (MCP) server for Python package intelligence, providing structured queries for PyPI packages and GitHub repositories. Features include dependency analysis, version tracking, and package metadata retrieval for LLM interactions.

This project enables non-technical users to edit images with GIMP through simple conversational commands, bridging the gap between GIMP's powerful capabilities and natural language interaction. It also allows professionals to execute complex multi-step workflows faster than tradi

mcp-c

ZenWayne

mcp server frarmwork written in c, developing efficiently and effortlessly

mcp_agent

jameshung2015

public server for mcp

Gerolamo — Competitive Science and Technology Intelligence for AI Agents

adjective-rob

Scout, score, and fuse 36,000+ open-source projects, papers, and ML models into defensible technology stacks. Your agent can discover undervalued sleepers before they break out, threat-check dependencies for frontier-lab obsolescence risk, compose new software architectures from

18 MCP tools for AI agent infrastructure — persistent memory with FTS5, API drift detection with cron scheduling, and HMAC-signed trust receipts for audit trails

Swiss Whale Intelligence

alpineflow-io

**Swiss Whale Intelligence MCP** — 45 on-chain analytics tools for **Bitcoin, Ethereum, Solana, USDT (ETH + Tron), and tokenized gold (XAUT + PAXG)**, exposed via Model Context Protocol with anonymous OAuth 2.1 (Free tier, no signup required to install).

Skylos

duriantaco

Dead code detection, security scanning, and code quality analysis for Python, TypeScript, and Go. 98% recall with 3x fewer false positives than Vulture. 5 tools: analyze, security_scan, quality_check, secrets_scan, remediate. AI-powered auto-fix agent.

Axe Handle Project

dkoosis

An MCP server server

Newsbang Mcp

NewsBang

Newsbang MCP is a smart media command platform that gives you real-time access to top headlines, intelligent news search, and in-depth reports and analysis — helping you stay informed, spot trends, and seize opportunities.

🚀 JMeter MCP Server

MCP-Mirror

Mirror of

Git Repository

LogicaldataCo

A simple Git project created using the Git MCP server

M3X — Private Pool Matching for AI Agents

Brano80

Connect any AI agent to M3X, the private matching protocol for agent-to-agent deal flow. Agents post structured intents, M3X semantically matches them, and identity is only revealed after both sides accept. No public browse, no scraped data.

MCP-Data-Analyzer

Edwin1719

A comprehensive Model Context Protocol (MCP) server with Streamlit client for intelligent data analysis, visualization, and web automation

Hartrace

rafsanbasunia

mcp server for HAR (HTTP Archive) files.

ESA MCP Server

sou-lab

ESA.io Model Context Protocol server for Claude Desktop

Getting Started

catinair

a mcp server for 影刀RPA

Score any Amazon FBA product using the T1/T2/T3 decision engine. Input buy price and product details, get a BUY / PAPER TRADE / SKIP

Cryptographic runtime governance for AI agents. 20 tools. Sealed policy artifacts, continuous measurement, tamper-evident proof. Ed25519 + SHA-256.

MistTrack MCP

slowmist

The MistTrack MCP server allows Claude AI to directly access blockchain data provided by the MistTrack API, offering address analysis, risk assessment, transaction tracking, and fund flow visualization capabilities, with support for multi-layer recursive transaction analysis.

A Model Context Protocol (MCP) server that provides PlantUML diagram generation capabilities for Claude Desktop and Claude Code.

The OPNsense MCP Server provides comprehensive network management capabilities through the Model Context Protocol (MCP), enabling natural language interaction with your OPNsense firewall. Manage devices, monitor traffic, configure firewall rules, and troubleshoot network issues u

Remote MCP server for hotel rate monitoring and pricing workflows via Apify. It exposes travel monitoring capabilities for AI agents that need structured hotel pricing access and automation-friendly MCP connectivity.

SQLite-Anet-MCP Server

marekkucak

SQLite-Anet-MCP Server A blazing-fast, Rust-powered SQLite server for AI agents—speak JSON-RPC, store insights, and manage your database like a pro.

Mcp Todo App

waliseddiqi

a combination of MCP server and client that add a touch of AI to simple todo app

svatky-adresa-info-mcp-dotnet

segeda

MCP server for svatky.adresa.info

Government Contract Intelligence

apifyforge

Government contract intelligence at your AI assistant's fingertips: this MCP server connects Claude, Cursor, Windsurf, and any MCP-compatible client to 9 federal data sources for live procurement research.

Sefaria Jewish Library MCP Server

MCP-Mirror

Mirror of

MCP server for GStreamer introspection and pipeline development. Helps LLMs understand GStreamer elements, caps, and pipeline construction.

MCP server for the Pepesto's Grocery Shopping API - give your agent the ability to turn any recipe (a URL, plain text, or a photo) into a matched basket of real supermarket products with live prices, across 26 European supermarkets. The MCP covers the **recipe → matched cart** ha

Senechal MCP Server

mattjoyce

Thi sis a companion MCP server for the Senechal project

29 MCP tools across reads (mail_list, mail_search, mail_read, labels_list, …) and writes (mail_send, mail_reply, mail_move, labels_create, mail_draft_*, …). Every write tool is gated by a YAML policy engine + Touch ID approval; every tool call writes a redacted row to a local aud

Apple Shortcuts MCP

as2811-project

Extend Claude's capabilities using MCP and MacOS Shortcuts

mcp-server-appointment-management

tszwalaw

This project is a Java-based MCP (Model-Context-Protocol) server designed to manage appointment data from the database.It provides a modular framework that exposes internal tools for data access and manipulation, with built-in support for AI-driven features

Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2% Recall@10 on LongMemEval with one PostgreSQL query. Works across Claude Code, Cursor, Codex, OpenClaw, and any MCP client

MCP Server 研究文档和实用指南

Joseph19820124

MCP (Model Context Protocol) Server 研究文档和实用指南

Dacix

ionasrobert

Remote MCP server for dacix.store — the store where AI agents shop. 15 tools: buy agent templates, web crawl, Romanian company data, city info.

World News Api Mcp

ddsky

A Model Context Protocol (MCP) server that provides access to the World News API. This server enables AI assistants to search for news, get top headlines, extract articles, retrieve newspaper front pages, and more through the MCP protocol.

Figma MCP Server

j4ckp0t85

experimental gen ai mcp server to generate figma tokens