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

Self-hosted remote MCP memory server for ChatGPT and AI agents.

2
TypeScript
MIT
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MCP server for building Shopify stores via the Admin GraphQL API: themes, pages, and navigation

2
TypeScript
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PIPinRAG logo

PinRAG

Maintained

MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.

2
Python
MIT
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TETerrarium logo

Terrarium

Maintained

Human visual review for agent-built HTML: publish artifacts, pull anchored comments, push fixes.

2
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Neo4j MCP Canary — The canary goes first so the rest of us know what's coming

2
Go
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Experimental code intelligence platform for Claude Code with AST parsing and context analysis

2
TypeScript
MIT
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OKokffs logo

okffs

Active

MCP server connecting Claude Code to GitHub for an issue to branch to PR to close workflow.

2
TypeScript
MIT
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WIWiki.js logo

Wiki.js

Active

Search, read and edit Wiki.js pages, and manage its assets, users, groups and comments

2
TypeScript
MIT
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LinkedIn Sales Navigator contact and account search from your logged-in browser.

2
Python
MIT
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Drive a real iPhone via macOS iPhone Mirroring; Xcode build/test automation for sims and devices.

2
Swift
MIT
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AGAgentic Ads logo

Agentic Ads

Maintained

Ad network for AI agents — monetize MCP servers with contextual ads. 70% revenue share.

2
TypeScript
MIT
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NINifra docs logo

Nifra docs, runnable examples, and API types as an MCP server for any AI assistant.

2
TypeScript
MIT
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EVEVM Wallet Signer logo

Route EVM transactions to browser wallets (MetaMask, etc.) for signing via EIP-6963

2
TypeScript
MIT
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DIdiffctx logo

diffctx

Active

Selects the minimum code an LLM needs to review a git diff

2
Rust
Apache-2.0
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Bible corpus MCP server: scripture, Greek/Hebrew interlinear data, cross-refs, semantic search.

2
Python
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Interact with Coda.io documents, tables, and rows via the Coda API

2
Rust
MIT
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Asset planning, market data, econ releases, central bank speakers, US macro, geopolitical. 19 tools.

2
TypeScript
MIT
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Cloud replacement for mcp-server-filesystem — 20 tools for S3, Azure Blob, and GCS

2
TypeScript
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Dynamic pod spawner & proxy for ephemeral AI agent workspaces on Kubernetes without CRDs

2
TypeScript
Apache-2.0
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COColors-LE logo

Colors-LE

Active

Extract colors from stylesheets and code, with their notation and position.

2
TypeScript
MIT
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RERegex-LE logo

Regex-LE

Active

Extract regular expressions from code, each with a ReDoS safety verdict.

2
Rust
MIT
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Strict AI code reviewer powered by Groq. Finds bugs and vulnerabilities.

2
Python
MIT
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Check if a counterparty is safe to pay: trust/risk score for AI agents. Scam/phishing screen.

2
TypeScript
MIT
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Live Monero network metrics: reorgs, orphans, pool centralization and the Haveno order book.

2
JavaScript
MIT
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Read-only Yandex analytics for AI agents: Metrika, Webmaster, Direct and Wordstat.

2
Python
MIT
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A Snowflake MCP server — SQL queries, schema exploration, and data insights for AI assistants

2
Python
MIT
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Task spine + searched dead ends + approvals for AI coding agents. One brain, every device.

2
TypeScript
MIT
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NVNVEIL logo

NVEIL

Maintained

Data processing and visualization toolkit — 50+ chart types, raw data stays local.

2
Python
AGPL-3.0
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ARArroway logo

Arroway

Active

Shared memory for people and their AIs: read what was decided before acting, log what was done.

2
JavaScript
MIT
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MCMCP Composer logo

Aggregate multiple MCP backends behind a single stdio endpoint with namespaced routing.

2
TypeScript
Apache-2.0
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