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
RERevinho logo

Revinho

Maintained

Read-only SaaS business intelligence from GA4, Stripe, and Google Search Console.

1
MIT
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UE4.25 MCP server for Unreal Editor via Python Remote Execution (OHD mod-kit retarget).

1
Python
MIT
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Profile local CSV, Parquet, JSON and Excel files into a compact data-quality summary.

1
Python
MIT
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MCP server for Veeam Backup for Microsoft 365: read-only review + gated, audited restore tier.

1
Python
MIT
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Real-time data feeds for AI agents with USDC micropayments on Base for premium tools.

1
HTML
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SESentimatix logo

Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search via MCP.

1
PLpgSQL
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Interact with climate metrics via Riskthinking.AI's CDT Express API in supported AI chat experiences

1
TypeScript
MIT
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Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup

1
TypeScript
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FormaCV MCP server for AI-powered CV formatting, anonymization, tailoring, and ATS push-back.

1
TypeScript
MIT
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TAtaken logo

taken

Active

Check if a GitHub issue is taken before volunteering for it.

1
Python
MIT
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UPUpspring logo

Upspring

Maintained

Live ads as reasoning-ready context, plus advertiser spend/traffic/sales scale grades over MCP.

1
MIT
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Free financial data: company analysis, DCF, comps, benchmarks, screening. No API key.

1
TypeScript
Apache-2.0
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Evaluates whether an AI agent is safe to operate internal web apps via an MCP run_suite tool.

1
Python
Apache-2.0
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Wraps the evolveguard CLI as a single generic MCP tool for agent-skill file safety checks.

1
Python
MIT
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Traces which neurons and attention heads drive a language model's output via MCP tools.

1
Python
MIT
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Security scanner for third-party AI agent-skill files (SKILL.md, hooks, scripts) via MCP.

1
TypeScript
Apache-2.0
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Agent wallet and budget management for AI agents

1
Python
MIT
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AGAgentPay logo

AgentPay

Active

Agent payments, API key vaulting, and governed mandates. Agents spend within user-defined limits.

1
TypeScript
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Real-time agentic newsfeed for MCP tools and capabilities

1
Python
MIT
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Centralized API gateway routing to MCP servers with per-call billing

1
Python
MIT
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Security guardrails for AI agent payments

1
Python
MIT
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Governed execution cells for AI agents: Docker/K8s sandboxes with policy, audit, and approvals.

1
Go
Apache-2.0
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MCP standards client for your own custodial SAIHM operator. Free start: @saihm/mcp-server-pro

1
TypeScript
Apache-2.0
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Free-to-start portable memory for AI agents: encrypted, shareable, provably erased. Join SAIHM.

1
TypeScript
Apache-2.0
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Search Japanese Diet bills and meeting transcripts (NDL Kokkai API) with source attribution.

1
JavaScript
MIT
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Deterministic options, forex, risk, on-chain & futures math. 75 tools. Not AI estimates.

1
MIT
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Search Scopus abstracts, authors, and export citations via Elsevier API

1
Python
MIT
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MCP server for GoCD: dashboard, pipelines, artifacts, agents. Context-lean output.

1
Go
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Agentic SDLC governance and security controls for AI coding agents working with GitHub.

1
TypeScript
MIT
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Manage AdGuard Home through AI assistants

1
TypeScript
MIT
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