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

Open-source, self-hosted conversation QA for voice agents. MIT.

1
Python
MIT
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COCoador logo

Coador

Active

Evidence-backed Android repository knowledge for humans and AI agents

1
Python
MIT
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QDQdrant MCP logo

MCP server that wraps the Qdrant vector database API as tools.

1
Python
MIT
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Guide + snippets for Delphi/DUnitX projects that work with the DelphiCodeCoverage tool.

1
TypeScript
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AVAvo logo

Avo

Active

Define, ship & query your analytics tracking from one source of truth, trusted by humans and agents.

1
MIT
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MCP server exposing Ayush Tomar's AI portfolio -- ask what he built or his flagship project.

1
Python
MIT
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Publish, schedule, and manage social media across 11 platforms via MCP.

1
TypeScript
MIT
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KNKnownFix logo

KnownFix

Active

Verified fixes, professional reviews, and evidence-led apparel over MCP.

1
HTML
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CMcmxflow logo

cmxflow

Active

Composable, tunable cheminformatics workflows: library preparation, clustering, docking, and more.

1
Python
MIT
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AI agents discover, acquire, and re-serve tokenised web content via the $402 protocol

1
TypeScript
MIT
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World geographic data for AI agents: 261 countries, 5.2M cities, rankings, and 9 indexes.

1
TypeScript
MIT
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Recall past Claude Code conversations from any project as clean, compact Markdown.

1
TypeScript
MIT
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ALaloha.fyi Hawaii logo

Read-only Hawaii MCP: 2,500+ tours, 600+ restaurants, events, weather, day itineraries, 4 islands.

1
TypeScript
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WAWatchgoose logo

Monitor cron jobs and recurring work through a project-scoped Watchgoose connection.

1
TypeScript
MIT
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Design tokens, components, icons, and a11y data via MCP. For Cursor, Claude, and Windsurf.

1
JavaScript
MIT
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CognOS trust scoring (C=p·(1-Ue-Ua)) and session trace storage as MCP tools.

1
Python
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Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases.

1
TypeScript
MIT
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BABawbel Scanner logo

Bawbel Scanner

Maintained

Scan MCP servers and skill files for AVE vulnerabilities. Conformance scoring and threat intel.

1
Python
Apache-2.0
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Search US grants + federal contracts (Grants.gov + SAM.gov) from any LLM.

1
Python
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Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.

1
Python
MIT
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Agent-native CAD: draw plans, model 3D, render checks, export DXF/SVG/STL/GLB/IFC, import DXF.

1
Python
MIT
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37 tools to read, create, merge, split, watermark, fill, redact & search PDFs. Local, no API key.

1
TypeScript
MIT
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Legacy PDF Toolkit identity, pinned to its 2.1.1 package; maintained successor: PDF Suite MCP.

1
TypeScript
MIT
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Verify Umbra bridge accountability proofs (signed receipts, checkpoints, Merkle inclusion).

1
Rust
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Verify a photo's capture time and provenance: C2PA validation, EXIF/XMP, and pixel forensics.

1
JavaScript
MIT
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Read and sign the guestbook of Morphogen II, a living reaction-diffusion field with open questions.

1
JavaScript
MIT
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Read PDFs locally: text, pages, metadata, scan detection, layout, permissions, render, OCR.

1
Python
Apache-2.0
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GOGoldenFlow logo

GoldenFlow

Maintained

Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.

1
Python
MIT
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QRQR for Agent logo

Dynamic QR codes for AI agents — custom styling, scan tracking, webhooks

1
TypeScript
MIT
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MCP server that scans Next.js projects and returns a compact summary

1
TypeScript
MIT
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