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

EU GDPR decisions by thedpo.eu — search all EU DPA decisions and recommendations

1
Python
MIT
View repository →
Mixpeek logo

Mixpeek

Maintained

Give your agent eyes. Search video, images, and audio via the Mixpeek multimodal retrieval API.

1
Python
MIT
View repository →

melis x402 Tools — 22 pay-per-call APIs for AI agents. No accounts, no API keys. USDC on Base.

1
JavaScript
View repository →
Reddit Ads MCP logo

Reddit Ads MCP

Maintained

MCP server for the Reddit Ads API. List accounts, campaigns, ads, and pull reports.

1
C#
MIT
View repository →

Scan any URL for AI agent readability — Vercel Spec, llmstxt.org, and agent-protocol manifests.

1
TypeScript
MIT
View repository →

Auditable, conserved AST code intelligence for AI agents. JS/TS, Python, Go, Rust, Java, C/C++, C#.

1
JavaScript
MIT
View repository →

Modify PDF text, replace with regex, and analyze layout while preserving fonts.

1
Python
View repository →

macOS automation via Hammerspoon — 75 tools for windows, Spaces, audio, Bluetooth, and more

1
TypeScript
MIT
View repository →
Clipwise logo

Clipwise

Maintained

MCP server for Clipwise - AI tools for TikTok, Reels, and Shorts video creators.

1
JavaScript
MIT
View repository →

Saudi economic & social statistics (GASTAT/DataSaudi) in English or Arabic. Keyless, no database.

1
Python
MIT
View repository →

Simulate, generate and draw analog circuits in Micro-Cap 12: SPICE analyses, sweeps and schematics

1
Python
MIT
View repository →
HarnessScope logo

HarnessScope

Maintained

Turn-level governance observability for Claude Code transcripts. Local-first, no LLM inside.

1
Python
Apache-2.0
View repository →

Create, read and live-edit visual boards, Kanban plans, Gantt timelines and diagrams with AI agents.

1
TypeScript
View repository →

Read-only discovery for exact-commit Agent Skill validation, x402 payment, and signed receipts.

1
HTML
View repository →
Mowgli logo

Mowgli

Maintained

Intelligent product canvas: iterate on your product's design with your coding agent, synced to code.

1
View repository →

MCP server for Fabric AI patterns

1
JavaScript
MIT
View repository →

Honest library picks for coding agents in 25-360 tokens. Tells your agent what NOT to install.

1
JavaScript
View repository →

Native PDF renderer for AI markdown. Cover, TOC, page-numbered footer. Fonts embedded, zero config.

1
TypeScript
MIT
View repository →

Administer Keycloak via its Admin REST API: users, roles, clients, groups, IdP, events.

1
TypeScript
MIT
View repository →
DesignScan logo

DesignScan

Maintained

Extract a website’s design tokens (colors, type, spacing, shadows) as DESIGN.md, W3C, or CSS.

1
TypeScript
MIT
View repository →

Task management system for AI assistants with MCP protocol, templates, and bilingual support (TR/EN)

1
Go
MIT
View repository →

GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).

1
Python
MIT
View repository →

Harbor Registry MCP — projects, repos, artifacts, storage reports, cleanup (with dry-run).

1
Python
MIT
View repository →

Jaeger MCP — search traces, inspect spans, map service dependencies (read-only).

1
Python
MIT
View repository →

Bridges any GraphQL API to Claude Code — auto-generates MCP tools via schema introspection.

1
TypeScript
MIT
View repository →

Python MCP server for PostgreSQL database inspection and querying

1
Python
MIT
View repository →

Write to Figma from any MCP client (Claude Code, Cursor). Complements the read-only official MCP.

1
Astro
MIT
View repository →

Web scraping, crawling, deep research & autonomous extraction — 27 MCP tools, clean Markdown/JSON

1
JavaScript
MIT
View repository →

Search, retrieve, compare, and render SVG icons visually for AI agents.

1
Rust
View repository →

Google Workspace MCP for Docs, Drive, Calendar, Gmail, Sheets, Slides, Tasks, Chat, People, Forms

1
TypeScript
Apache-2.0
View repository →