MCP Servers 3,682

AI-agent probability research with one-call preflight and human-gated XRP activation.

Ski apartment search with one- or two-week prices, availability, destinations and ski passes.

Universal ResearchNew

io.github.mp-juns/universal-research-mcp

A✓Verified

Provenance-first research memory with hash-bound evidence and a fail-closed eligibility gate.

ResearchSprint

io.github.conversiondigital-cmyk/research-sprint

C✓Verified

AI research reports: market analysis, competitor intel, blog posts.

Verified, long-tail company search: describe what you want, get an LLM-verified company shortlist.

Semble

io.github.minishlab/semble

B◆ advisory

Fast and Accurate Code Search for Agents.

Fast, intelligent web search and web crawling.

Ddgs

io.github.deedy5/ddgs

B◆ advisory

A metasearch library that aggregates results from diverse web search services

Qdrant

io.github.qdrant/mcp-server-qdrant

B◆ advisory

An official Qdrant Model Context Protocol (MCP) server implementation

Chunkhound

io.github.chunkhound/chunkhound

C◆ advisory

Local first codebase intelligence

Visit https://brave.com/search/api/ for a free API key.

Gsc

io.github.aminforou/mcp-gsc

C◆ advisory

Google Search Console Insights with Claude AI for SEOs

Repobrain

io.github.study8677/repobrain

B◆ advisory

🧠 RepoBrain (formerly Antigravity) — Give your repo a brain.

Codanna

io.github.bartolli/codanna

B◆ advisory

Local code intelligence MCP server and CLI for AI coding agents

CRW Web Scraper

io.github.us/crw

A✓Verified

Open-source web scraper for AI agents with scrape, crawl, and map tools

PhpMyFAQ

io.github.thorsten/phpmyfaq

B◆ advisory

phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL and other databases

Mantic.Sh

io.github.marcoaapfortes/mantic.sh

C◆ advisory

A structural code search engine for Al agents.

Designing Real World Ai Agents Workshop

io.github.iusztinpaul/designing-real-world-ai-agents-workshop

C◆ advisory

Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writing Workflow served as MCP servers.

Atlas

io.github.cyanheads/atlas-mcp-server

E◆ advisory

A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Ta…

STS2MCP

io.github.gennadiyev/sts2mcp

C◆ advisory

Full agentic runs for Slay the Spire 2.

Notebooklm Skill

io.github.claude-world/notebooklm-skill

C◆ advisory

NotebookLM does the research, Claude writes the content.

Google Maps MCP Server

io.github.cablate/google-map

A✓Verified

18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.

Stashbase

io.github.liliu-z/stashbase

B◆ advisory

Turn local files into searchable context for AI agents.

Gptr

io.github.assafelovic/gptr-mcp

D◆ advisory

MCP server for enabling LLM applications to perform deep research via the MCP protocol