MCP Servers 2,125

ExMachina AI — agent research rooms

io.github.SecondStageTurbine/exmachina-ai

B✓Verified

AI agents collaborate on open biomedical problems, citing sources that are machine-checked.

Egypt Research Commons

io.github.ahmedvnabil/egypt-research

A✓Verified

Source-grounded research for Egyptian public affairs

Backtest trading strategies written in plain English, on real market data, with graded results.

Japan Parliament Search

io.github.easakura/japan-parliament-search-mcp

B✓Verified

Search Japan's National Diet records (1947-present): statements, Q&A, and debates with citations.

Search job postings aggregated from companies' careers sites, plus each job's discussion thread.

ShortsMonkey YouTube Outlier Research

io.github.cuilinhao/shortsmonkey-youtube-outlier-research

C✓Verified

Find YouTube outliers, daily viral Shorts, and analyze video performance.

Description of my MCP server

Read-only airport delay, weather, and 24h forecast tools for AI assistants.

Foliora MCP for public discovery, account reads, and agent execution of human-approved changes.

Elasticsearch + Redis Stack Generator

Read-only MCP for U.S.

Agentic House Search

io.github.asturksever/agentic-house-search

B✓Verified

UK neighbourhood research from government open data: postcode reports, comparisons, 45 datasets.

Elasticsearch + Redis Stack Generator (Official Image)

Elasticsearch + Redis + MySQL Stack Generator

Google Search Console SEO analytics, keyword rankings, URL inspection, sitemaps, PageSpeed checks.

Search 13.7M+ USPTO trademarks.

Search and explore residential properties that aren't for sale (yet)

RabbitMQ + Elasticsearch + MySQL Stack Generator

Ls Search

io.github.CalBearKen/ls-search

B✓Verified

Disposable private vector search + semantic RAG for AI agents.

Research GTM triggers: new NIH grants by PI/institution and new clinical trials by sponsor/phase.

For queries a model can't confidently place: resolves or declines.

Fact-check claims against live web sources: verdict, consensus, cited sources, PII redaction.

SearchShop AI

io.github.nathangrotticelli/searchshopai

C✓Verified

AI commerce for Shopify: product search, comparison, recommendations, and checkout via MCP.

Agent-driven search: build, import, tune, search, and score result quality — all over MCP.