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.

23,114 MCP servers

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

0
Python
MIT
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Verified AI-tool prices and AI product margin math for agents.

0
TypeScript
MIT
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Search arXiv, Google Scholar, and Wikipedia for academic papers and knowledge

0
JavaScript
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Access GitHub repos, npm/PyPI packages, Stack Overflow, arXiv, and Google Scholar

0
JavaScript
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Analyze Shopify stores, get product catalogs, pricing strategies, and store performance data

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

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

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JavaScript
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Search court records, patents, and trademarks for legal research

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

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JavaScript
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Search properties via Redfin and Google Maps real estate data

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JavaScript
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Search Redfin properties, get property details, and market statistics

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

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

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

0
JavaScript
MIT
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contextkeeper logo

contextkeeper

Maintained

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

0
Python
MIT
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vaultit logo

vaultit

Maintained

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

0
Python
MIT
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MCP that provides fast, token-efficient tools for navigating, searching, and understanding codebases

0
TypeScript
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Standing review layer for coding agents: Claude, GPT and Gemini debate, return consensus + dissent.

0
JavaScript
MIT
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YouTube MCP server for search, transcripts, frames, comments, channels, and local semantic corpora.

0
Python
MIT
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MCP security trust layer: scan packages, inspect repos, check exposure, monitor changes.

0
TypeScript
MIT
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Workflow diagnostics, capability routing, and x402 settlement for MCP-compatible agents.

0
JavaScript
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ThriveStack PLG CRM analytics — query accounts, MAU/MTU, feature adoption, and PLG leads.

0
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MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.

0
C#
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Reputation-ranked analyst earnings estimates. Pay per call via x402 on Base.

0
Python
MIT
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MCP server for inspecting and automating Java Swing applications.

0
Java
MIT
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MCP server for an Asymptotic Ethics governance simulation with a verified compliance oracle.

0
Python
Apache-2.0
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MCP server for a federated AI-commons governance simulation with a verified compliance oracle.

0
Python
Apache-2.0
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Publiar logo

Publiar

Active

Ecrit des lead magnets LinkedIn qui refusent d'inventer, rend le visuel et publie.

0
Python
MIT
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Peruvian public data — SUNAT RUC, BCRP FX, SEACE tenders. Sourced from official open-data.

0
TypeScript
MIT
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Siftable logo

Siftable

Maintained

Siftable MCP server for governed work, knowledge, calendar, people, datasets, and Vault.

0
JavaScript
MIT
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