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

Background removal, 4x upscaling, and face restoration via GPU

2
JavaScript
MIT
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Toxicity, sentiment, NER, PII detection, and language identification tools

2
JavaScript
MIT
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Pronunciation scoring, speech-to-text, and text-to-speech for language learning

2
JavaScript
MIT
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Search 408K+ MAX channels and 86M+ posts; metrics, reactions, forwards, webhooks and usage.

2
JavaScript
MIT
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Render STL and PNG from OpenSCAD code.

2
TypeScript
MIT
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Create AI surveys with dynamic follow-up probing directly from your AI assistant.

2
Python
MIT
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MCP server implementation for Figranium

2
JavaScript
GPL-3.0
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Pre-flight spend authorization for AI agents. Set a budget, enforce limits, audit every decision.

2
Java
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Blank Files MCP logo

Blank Files MCP

Maintained

MCP server for listing and retrieving minimal valid blank files from blankfiles.com.

2
Blade
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mcp-audit logo

mcp-audit

Active

Transparent audit proxy for MCP servers: logs every tool call, flags poisoning and rug pulls.

2
Go
Apache-2.0
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30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings & more.

2
JavaScript
MIT
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Scan GitHub repos and profiles for malware before cloning — commit-pinned risk verdicts for agents

2
JavaScript
MIT
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Named Docker and Fly Machine sandbox computers with an interactive MCP App dashboard.

2
Python
MIT
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MCP server for the Stream.estate French real estate API

2
TypeScript
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CNCF release intelligence: typed changes from release notes; check_stack compares versions locally.

2
Go
Apache-2.0
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Marketplace of paid HTTP APIs. USDC micropayments via x402 on Base. Non-custodial.

2
TypeScript
MIT
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Verify addresses, email addresses, and phone numbers with confidence scores.

2
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bioRxiv/medRxiv/arXiv preprint full text as structured sections for AI agents + search.

2
Python
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28 signed tools for founders + PE/VC operators: ICP scoring, deal classification, market signals.

2
JavaScript
MIT
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mcpm logo

mcpm

Active

MCP package manager with trust scoring, a runtime guard, and Sigstore provenance verification.

2
TypeScript
MIT
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Seline logo

Seline

Active

Local MCP server for Seline Analytics API

2
JavaScript
MIT
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Brewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes

2
TypeScript
MIT
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LEGO sets, parts, minifigs, and inventories as an MCP server

2
TypeScript
MIT
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One Piece TCG MCP server with card search, deck analysis, and set browsing

2
TypeScript
MIT
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GridProof logo

GridProof

Active

Gridproof your UI — automated spacing & grid QA in the agent loop (MCP server).

2
TypeScript
MIT
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AI agents create, run, and save API requests as Gud API collections in your project.

2
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ihalent logo

ihalent

Active

Turkish public-tender (EKAP) award intelligence: firm histories, discounts, competition, red flags

2
Python
MIT
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Radar for remote AI/Infra jobs from employer ATS; your résumé never transits the server.

2
Python
MIT
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Hackle logo

Hackle

Maintained

Remote MCP server for the Hackle Admin API: experiments, feature flags, remote config, messaging.

2
JavaScript
MIT
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Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.

2
Python
MIT
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