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

Citation-backed regulatory intelligence tools for explicit multi-jurisdiction packs

0
Python
Apache-2.0
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ESEstroni Storefront logo

UCP agentic-commerce proxy for Estroni: merino & low-tox women's activewear catalogue.

0
TypeScript
MIT
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Embedded calculators, codegen & schematic review: CRC, timing, struct, IEEE-754, KiCad.

0
TypeScript
MIT
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Diagnoses pg-boss and graphile-worker job queues: retry storms, stuck workers, missed schedules.

0
TypeScript
MIT
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ETEtymolt logo

Etymolt

Maintained

Brand-name verification MCP — five-axis signed verdicts for AI-generated names.

0
TypeScript
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Analyze multiple URLs with categorized SEO / GEO checks and scored results.

0
TypeScript
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Analyze multiple URLs with categorized SEO / GEO checks and scored results.

0
TypeScript
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PRPreflight logo

Preflight

Active

Check if your MCP server is ready to publish on the MCP Registry, Smithery, or npm.

0
TypeScript
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GOGovee logo

Govee

Maintained

LAN-first, cloud-fallback MCP server for Govee smart lights and devices.

0
Python
MIT
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One profile — skills, credentials, and memory — synced to every agent tool via one MCP URL.

0
TypeScript
Apache-2.0
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Read-only U.S. healthcare dataset metadata, schemas, immutable downloads, and checksums.

0
TypeScript
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RZRZD Tickets MCP logo

RZD Tickets MCP

Maintained

Read-only MCP server for RZD trains, cars, seats, adjacent pairs and car photos.

0
TypeScript
MIT
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EXExcaliwow logo

Excaliwow

Active

Create, read, render, organize, and safely edit persistent Excalidraw diagrams with AI agents.

0
Apache-2.0
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Read-only offline MCP server over a curated Shopware developer knowledge base

0
HTML
MIT
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HYHYRR logo

HYRR

Active

Radio-isotope production, activity and dose for charged-particle beams on stacked targets

0
Rust
MIT
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LALabnana MCP logo

Labnana MCP

Maintained

Generate and edit images with Labnana through a local MCP server with MCP Apps previews.

0
TypeScript
Apache-2.0
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Voice-first planning — notes, tasks, events and AI reports. 21 tools. iOS + Apple Watch.

0
MIT
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Deterministic payment policy guardrail for AI agents - budgets, allowlists, signed mandates.

0
Python
MIT
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MCP server for StarUML — generate UML diagrams from AI agents via stdio or HTTP.

0
TypeScript
MIT
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Read-only ExergyNet MCP lookups and compute-cost estimates; write settlement is disabled.

0
Rust
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Local deterministic BM25 memory for AI agents. Offline-first, no API key, SHA-256 shards, stdio.

0
TypeScript
MIT
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Metadata B2B ad reports, audience planning, brand creative, and campaign readiness.

0
JavaScript
MIT
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7 free tools: MCP health scans, AI-readiness scores, llms.txt generator, glossary, indexes.

0
HTML
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Bidirectional data lineage graph for Power BI (.pbix) files, from source to display

0
Python
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Bidirectional data lineage graph for Power BI (.pbix) files, from source to display

0
Python
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Read-only MCP connector for Facehunch saved reports, access status and available source links.

0
JavaScript
MIT
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Renamed to FactReason. Now published as io.github.factreason/factreason — please use that entry.

0
MIT
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FAFactReason logo

Check exact npm/PyPI upgrades for evidence-backed breaking changes; query APIs and components.

0
JavaScript
MIT
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Search academic expert insights, papers and contributions from Faculti

0
TypeScript
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Email validation and SMTP verification for Claude Desktop, Cursor, and Claude Code.

0
JavaScript
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