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

Google Search Console: Search Analytics, URL Inspection, sitemaps (read-only, OAuth/service acct).

3
TypeScript
MIT
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MCP server for Yandex.Metrica Stat API (read-only).

3
TypeScript
MIT
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MCP server for Yandex Wordstat keyword frequencies (official API v2). Free Yandex Cloud Search API.

3
TypeScript
MIT
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Google & Yandex SERP, image/news verticals and URL indexation checks via XMLRiver (read-only).

3
TypeScript
MIT
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Google & Yandex SERP + Yandex Wordstat via XMLStock (read-only).

3
TypeScript
MIT
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MCP server for Yandex.Webmaster search queries (read-only).

3
TypeScript
MIT
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Manage pfSense firewalls through AI assistants — rules, DHCP, DNS, and more

3
Python
MIT
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Local-first Garmin data warehouse: sync once to SQLite, analyze trends and correlations offline.

3
Python
MIT
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Apiiro Application Security Posture Management (ASPM) tools for AI coding assistants.

3
Apache-2.0
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Pi-hole v6 MCP server - manage DNS blocking, stats, whitelists/blacklists

3
JavaScript
MIT
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Niro logo

Niro

Active

AI pentester for PRs — finds exploitable bugs and hands your developer agent the fix.

3
Shell
Apache-2.0
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Checks whether your idea already exists before your agent builds it. Searches GitHub, npm, Python.

3
TypeScript
MIT
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Stateful memory for AI agents. Temporal awareness, error loop detection, and preventive constraints.

3
Rust
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Marrow logo

Marrow

Active

Shared memory for parallel AI coding agents. Local, free, with rooms and file claims.

3
Rust
AGPL-3.0
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Run the validated Kshana PNT-resilience simulator (orbits, frames, GNSS, fusion) from an AI agent.

3
Rust
AGPL-3.0
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MCP State Sidecar: durable state persistence for multi-agent AI workflows

3
Python
MIT
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Give your AI agent a wallet on AgentsCoin: create wallet, mine AGENT, check balance, send.

3
JavaScript
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MCP server embedded in the Godot 4 editor; drive Godot with AI, zero sidecar.

3
GDScript
MIT
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Live censorship, China economic, and tamper-evident AI evaluation tools with bounded analysis.

3
HTML
MIT
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Parallel video rendering tools: detect GPU encoders, render, color grade, merge audio, concat.

3
JavaScript
MIT
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mcpwall logo

mcpwall

Maintained

iptables for MCP — blocks dangerous tool calls, scans for secrets, logs everything.

3
TypeScript
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AI agent orchestrator with Architect AI. Multi-team, web dashboard, 35+ MCP tools.

3
TypeScript
MIT
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Bimwright logo

Bimwright

Active

MCP gateway for Autodesk Revit 2022-2027 - toolset gating + Transaction-safe batch execution.

3
C#
Apache-2.0
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A content exploration toolkit that helps LLMs surface high signal, unsummarized web content.

3
Python
MIT
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13FLOW logo

13FLOW

Active

Source-linked SEC 13F research, quality checks, watchlists and audit trails for agents.

3
Python
AGPL-3.0
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Read-only MCP server for coding-agent traces, alerts, costs, usage, and budget health.

3
Python
MIT
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AI music and podcast platform for autonomous agents. SoundCloud for AI bots.

3
MIT
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Local-first, cross-harness memory for AI coding agents.

3
Rust
Apache-2.0
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TypeScript MCP server for Canvas LMS — 165 tools across 42 domains.

3
TypeScript
MIT
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Portable, user-owned AI memory packs: read, validate, fingerprint, diff, and observe

3
TypeScript
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