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.

14,200 MCP servers

Visual-diff & change-detection tools that catch agentic UI drift for coding agents.

4
TypeScript
MIT
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Options analytics: 17 pricing models, 17 Greeks, GEX, IV, 23 screeners, unusual, dark pool, max pain

4
TypeScript
MIT
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Goodeye

Active

Design, save, and run outcome-aligned AI workflows and verifiers, with reliable image output.

4
Python
MIT
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Clueso

Active

Make videos and docs with your AI agent — describe what you need, every output stays editable.

4
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DomainKits

Maintained

Domain intelligence platform that turns your LLM into a professional domain consultant.

4
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QA + a11y scanner: walks your running app's real user flows and reports what's broken.

4
TypeScript
Apache-2.0
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UI/UX design-audit MCP server: scores a project on 12 dimensions vs WCAG 2.2 + APCA.

4
JavaScript
MIT
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Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation

4
TypeScript
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MCP server for Java call graph generation, static analysis, method chains & config management

4
Java
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Music, image, video and audio generation across top AI providers - one key, one credit pool.

4
JavaScript
MIT
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Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.

4
Python
MIT
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Local Windows management, diagnostics, security, cleanup, and optimization MCP server.

4
Python
MIT
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Indian stock market: NSE/BSE quotes, fundamentals, mutual fund NAV, F&O chains, IPOs. No API keys.

4
TypeScript
MIT
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AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++

4
Rust
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Equity comp tax/trade optimizer: ISO/AMT exercise, NSO, RSU, QSBS, concentration, hedging. 50-state.

4
TypeScript
MIT
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Index source code into a local knowledge base, search with keyword + semantic + hybrid modes.

4
TypeScript
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Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.

4
Python
Apache-2.0
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Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.

4
Rust
MIT
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Reduces AI agent token usage by 90% via context compression and task checkpoint persistence.

4
JavaScript
MIT
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Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.

4
TypeScript
MIT
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Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, LinkedIn, and Medium.

4
TypeScript
MIT
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MCP server to search Nano Banana prompts from bananaprompts.fun

4
TypeScript
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Bridge MCP

Maintained

Visual Desktop Bridge - Give any AI full control over Windows to automate apps and inputs.

4
Python
MIT
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MCP server that offloads routine coding tasks to local LLM (Ollama) to save Claude API tokens

4
TypeScript
Apache-2.0
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Product search, price comparison, and deal discovery for AI agents across Singapore, SEA, and US.

4
JavaScript
MIT
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Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.

4
TypeScript
MIT
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Crypto intelligence for AI agents. Hyperliquid trader analytics, cohorts, and live market data.

4
JavaScript
MIT
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100+ AI models: FLUX, Sora, Veo, Kling, Runway, Suno. OAuth or Bearer. No VPN. RU billing.

4
Shell
MIT
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peek

Active

Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding agents, fully local

4
TypeScript
Apache-2.0
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Free access to ~1M French administrative court decisions via MCP

4
Python
MIT
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