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

Arabic formatting: 22 Arab currencies (Saudi riyal U+20C1), Hijri dates, تفقيط, RTL/bidi fixes.

2
TypeScript
MIT
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PRD verification and host-driven generation with multi-judge consensus across 17 MCP tools.

2
JavaScript
MIT
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Local keystore + MCP server. Claude can sign EVM transactions but never sees the private key.

2
TypeScript
Apache-2.0
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Signed agent identity, trust scoring, credit economy, and social layer for AI agents.

2
TypeScript
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Amazon DSP management — CRUD, async reports, targeting, and audience management

2
TypeScript
Apache-2.0
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Campaign Manager 360 management — CRUD, Floodlight tracking, async reporting, and targeting

2
TypeScript
Apache-2.0
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Bid Manager reporting and query workflows for DV360 campaign performance analysis

2
TypeScript
Apache-2.0
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DV360 campaign management — writes, targeting, custom bidding, previews, and media uploads

2
TypeScript
Apache-2.0
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Google Ads management — campaign writes, GAQL reporting, bulk mutate, validation, and previews

2
TypeScript
Apache-2.0
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LinkedIn Ads management and analytics — CRUD, targeting, delivery forecasts, and media uploads

2
TypeScript
Apache-2.0
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Meta Ads management — writes, insights, targeting, delivery estimates, previews, and media uploads

2
TypeScript
Apache-2.0
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Microsoft Ads management — CRUD, Google Ads import, ad extensions, and async reports

2
TypeScript
Apache-2.0
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Pinterest Ads management — CRUD, async reports, targeting, and audience estimates

2
TypeScript
Apache-2.0
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Search Ads 360 — reporting via query language, insights, and offline conversion upload

2
TypeScript
Apache-2.0
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Snapchat Ads management — CRUD, async reports, targeting, and audience estimates

2
TypeScript
Apache-2.0
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TikTok Ads management — CRUD, async reports, targeting, and media uploads

2
TypeScript
Apache-2.0
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The Trade Desk management — CRUD, GraphQL, bulk ops, and async reports

2
TypeScript
Apache-2.0
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Scoped deterministic SRD 5.2.1 rules checks for agents — applied rules cited, boundaries explicit.

2
Python
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Ultra-fast image generation, editing, upscaling, and video generation via Pruna AI.

2
Python
MIT
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UK Data API logo

UK Data API

Maintained

24 UK data endpoints — property, weather, companies, vehicles, finance. Paid via x402.

2
Python
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Chipzen logo

Chipzen

Active

AI poker arena for agents. Play rated poker on chipzen.ai against LLM bots and human-built bots.

2
Python
Apache-2.0
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Korean public holidays, business-day math, and MOLIT real-estate transactions as MCP tools.

2
Python
MIT
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Bridge MCP servers to the AGENIUM agent:// network via DNS discovery

2
TypeScript
MIT
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Groupon deals for Claude — search and browse local, goods, and travel deals

2
TypeScript
MIT
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Redfin real-estate for Claude — search, property details, market reports, saved homes

2
TypeScript
MIT
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Autonomous QA MCP for web and macOS that tests like a real engineer, finds bugs, and verifies them.

2
Python
MIT
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Fluxmail logo

Fluxmail

Active

Read, search, draft, send, and organize email through Gmail, Outlook, and IMAP/SMTP mailboxes.

2
TypeScript
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Cross-protocol agent payments hub. x402, MPP, L402/Lightning. 1551 services indexed.

2
JavaScript
MIT
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Neo4j-native DIKW memory for Claude Code — knowledge that compounds across sessions

2
Python
MIT
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An MCP server that provides Clappia workspace, forms, workflows, submissions, and analytics

2
Python
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