PluginBench

MCP Servers

Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

37,330 MCP servers

Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.

0
Python
MIT
View repository →

Verified AI-tool prices and AI product margin math for agents.

0
TypeScript
MIT
View repository →

Search arXiv, Google Scholar, and Wikipedia for academic papers and knowledge

0
JavaScript
View repository →

Access GitHub repos, npm/PyPI packages, Stack Overflow, arXiv, and Google Scholar

0
JavaScript
View repository →

Analyze Shopify stores, get product catalogs, pricing strategies, and store performance data

0
JavaScript
View repository →

Search local businesses, generate leads, and validate emails via Google Maps data

0
JavaScript
View repository →

Search H1B visa salaries, salary benchmarks, and job market data

0
JavaScript
View repository →

Search court records, patents, and trademarks for legal research

0
JavaScript
View repository →

Get latest news from AP, BBC, NPR, Hacker News, and Google News

0
JavaScript
View repository →

Search properties via Redfin and Google Maps real estate data

0
JavaScript
View repository →

Search Redfin properties, get property details, and market statistics

0
JavaScript
View repository →

Run Lighthouse audits, check SSL certificates, detect tech stacks, query WHOIS and DNS records

0
JavaScript
View repository →

Access Hacker News, Dev.to, IMDB, podcasts, and Eventbrite data through the Model Context Protocol

0
JavaScript
View repository →

U.S. gov records, fact-checks with citations, news search, and fraud/corruption/PRC trackers.

0
JavaScript
MIT
View repository →
COcontextkeeper logo

contextkeeper

Maintained

Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini, and any LLM.

0
Python
MIT
View repository →
VAvaultit logo

vaultit

Maintained

Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini, and any LLM.

0
Python
MIT
View repository →

MCP that provides fast, token-efficient tools for navigating, searching, and understanding codebases

0
TypeScript
View repository →

Six Product API tools require authentication; protocol metadata discovery is keyless.

0
JavaScript
View repository →

Official TheRundown API documentation search. No live data or authenticated Product API calls.

0
View repository →

Standing review layer for coding agents: Claude, GPT and Gemini debate, return consensus + dissent.

0
JavaScript
MIT
View repository →
ANAnnealBridge logo

Optimization middleware for AI agents: JSON problem in, verified and ranked solutions out.

0
Python
MIT
View repository →

Telegram on your own account: read, search, send and press bot buttons. Writes need your approval.

0
TypeScript
MIT
View repository →
TUtube-bridge logo

YouTube MCP server for search, transcripts, frames, comments, channels, and local semantic corpora.

0
Python
MIT
View repository →
TATack logo

Tack

Active

Task management for people and AI agents, with scoped OAuth access to issues, projects, and docs.

0
TypeScript
Apache-2.0
View repository →

MCP security trust layer: scan packages, inspect repos, check exposure, monitor changes.

0
TypeScript
MIT
View repository →

MCP server for ThatMgmt: domain availability, quotes, registration prep. Crypto checkout.

0
JavaScript
MIT
View repository →

Workflow diagnostics, capability routing, and x402 settlement for MCP-compatible agents.

0
JavaScript
View repository →

ThriveStack PLG CRM analytics — query accounts, MAU/MTU, feature adoption, and PLG leads.

0
View repository →

MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.

0
C#
View repository →
WEWeather logo

Weather

Active

US weather for AI agents: active NWS alerts by state, 5-period forecasts by lat/lon. Paid per call.

0
JavaScript
ISC
View repository →