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
PDPDF Reader logo

MCP server for extracting text, images, tables, links, annotations, and metadata from PDF files.

1
Python
MIT
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Local-first, read-only WHOOP MCP server for recovery, sleep, strain, workouts, and body signals

1
TypeScript
MIT
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OUOura Ring logo

Oura Ring

Active

MCP server for Oura Ring API v2 (sleep, activity, readiness, heart rate, workouts).

1
TypeScript
MIT
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Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.

1
TypeScript
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SEO MCP server for creators. Ranks Google Search Console opportunities by ad revenue, not clicks.

1
Python
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Play Turtle Soup (lateral thinking puzzles) against a strict AI host with yes/no questioning.

1
JavaScript
MIT
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Read-only BACnet/IP MCP gateway with Brick + Haystack semantic tagging at ingest

1
Python
MIT
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GOGoogle Ads logo

Google Ads

Maintained

MCP server for Google Ads — 22 tools for spend diagnosis, impression share, and asset performance.

1
TypeScript
MIT
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ZEZebPay MCP Server logo

MCP server for ZebPay crypto exchange — fetch prices, balances, and manage orders

1
TypeScript
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Comprehensive tools for discrete mathematics: logic, algorithms, number theory, cryptography

1
TypeScript
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Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF models, IC memos.

1
Python
MIT
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A2A2AL Daemon logo

Makes any AI agent globally reachable and discoverable—no cloud, domain, or port forwarding needed.

1
Go
MPL-2.0
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Search source-labeled hospital prices, CPT codes, providers, and healthcare cost estimates.

1
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Free MCP server for World Cup 2026 fixtures, local kickoff times, and Dataset JSON-LD.

1
JavaScript
MIT
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Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and status.

1
TypeScript
MIT
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abm.dev — the account-based marketing API for AI agents: Search, Enrich, and Create across B2B.

1
JavaScript
MIT
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Deterministic pre-send lint for SMS/iMessage: silent carrier filtering and segment blowups.

1
TypeScript
MIT
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MCP server for managing Apidog test cases, scenarios, suites, and test data

1
TypeScript
MIT
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DEDELPHI Oracle logo

DELPHI Oracle

Maintained

Real-time AI intelligence signals and temporal knowledge graph for agent economy

1
JavaScript
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Search and read your recorded meetings: notes, action items, participants, transcripts.

1
MIT
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Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifacts

1
Python
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Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, token-efficient, macOS…

1
Python
MIT
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macOS-only MCP server that exposes iMessage chat.db to Claude and exports per-chat history to an…

1
Python
MIT
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Multi-workspace Slack MCP server with draft+confirm safety, vault auto-export, and triple-mode…

1
Python
MIT
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FastMCP server for Substack — publish Notes and posts, pull analytics, manage drafts, pluggable…

1
Python
MIT
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AI music analysis for agents: BPM, key, genres, moods, instruments and 35+ tags per track.

1
JavaScript
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A WCAG accessibility testing MCP for AI agents, Codex, Claude Code, and automated UI audits.

1
TypeScript
MIT
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Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker.

1
Python
MIT
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Adorbis AI MCP server. One key, 40+ models, auto-routed.

1
JavaScript
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US civic & property data: geocoding, census tracts, Opportunity Zones, FEMA flood zones.

1
TypeScript
MIT
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