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

MCP server that spawns and drives Claude Code sessions via claude-wrap.

0
TypeScript
MIT
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Compiler-backed Angular template answers, component contracts and version facts for AI agents

0
JavaScript
GPL-3.0
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WIWikivibe MCP logo

Search and read public Wikivibe articles about AI coding, agents, MCP, GEO, bots and deployment.

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MIT
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Proton Mail MCP via Bridge (IMAP/SMTP) · 13 tools · dual transport stdio + HTTP.

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TypeScript
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B2B lead search and email verification MCP server

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TypeScript
MIT
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Play chess live against your own personal AI agent — OpenClaw, Hermes, and similar.

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MIT
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Unofficial, self-hosted MCP server for the documented OpenSolar API.

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TypeScript
MIT
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Provider resolution for AI apps — search, rank, hold, confirm bookings across your provider network.

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Python
MIT
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Measure whether your AI agrees with itself using statistical consensus metrics.

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Dockerfile
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ALAllocContext logo

Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.

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Python
MIT
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Finds Angular Reactive Forms and returns verified Signal Forms recipes. Never edits code.

0
TypeScript
MIT
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Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-call.

0
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PDpdffr logo

pdffr

Active

Local, private PDF to Markdown for agents: geometry-first parsing, OCR only where needed.

0
TypeScript
MIT
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Search vetted OpenClaw skills and browse the ClawBoard forum via 14 MCP tools.

0
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MCP server with derived GitHub issue tools: normalized fetch, new-issue watch, claim status.

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Python
MIT
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On-chain provenance lookup for AnchorRegistry. Resolve AR-IDs, hashes, and full trees. Authless.

0
TypeScript
MIT
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OPOpenBusData logo

MCP server for UK Bus Open Data with timetable parsing, journey planning and live tracking.

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Python
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PRPromptSpend logo

LLM pricing where every rate carries its source and the date it was last confirmed.

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TypeScript
MIT
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GRGrocery MCP logo

Search direct grocery storefronts and create product-link pickup handoffs.

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Python
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Economic reports for 20 economies, 2015-2025. Search free, pay per fetch in USDC on Base via x402.

0
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CHChess Esca logo

Read chess positions by the rules: legality with its evidence, draws, facts, openings, PGN

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Rust
MIT
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Submit architecture docs, get a consulting-grade traceability audit at a shareable URL

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Python
MIT
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Deterministic repo architecture maps: auth coverage, blast radius, readiness score, diagrams

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Python
MIT
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Governed support MCP: answers only KB-grounded questions with citations, escalates the rest.

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Python
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Assess UK lease tenant break clauses with grounded citations and a measured hallucination rate.

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Python
MIT
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SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

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Python
MIT
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Detects database migration table locks, terraform cost leaks, and OWASP API flaws.

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Python
MIT
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Static AST security scanner detecting command injection, leaked secrets, and SSRF in MCP tools.

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Python
MIT
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Zero-Trust MCP gateway securing internal database tools behind an API key firewall.

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JavaScript
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