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 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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Palace logo

Palace

Active

Local-first memory for coding agents — MCP server, single SQLite file, local embeddings

4
Rust
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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Samsara fleet management — vehicles, routes, drivers, HOS compliance. Unofficial, bring your token.

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

4
TypeScript
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Bridge MCP logo

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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Agent-native product catalog for AI shopping agents. 296M+ products, 28 countries.

4
JavaScript
MIT
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Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.

4
Python
Apache-2.0
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Portkey Admin API MCP server with current coverage and Prisma AIRS interoperability guidance.

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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Check prompts against ComplyEdge TrustLint offline rules with article-cited findings.

4
Python
Apache-2.0
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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 logo

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 3.3M French & EU court decisions + 1.5M law articles w/ history. 31 read-only tools

4
Python
MIT
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Smart hands for your AI agents - write-capable KVM+BMC+SSH MCP server: gated, verified, audited.

4
Python
Apache-2.0
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Talk while using your app — your coding agent gets each sentence aligned to the frame. Fully local.

4
TypeScript
MIT
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Feishu/Lark MCP server + CLI tool. 85 tools, 3 auth layers. Send as user via cookie+protobuf.

4
JavaScript
MIT
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Raycast workflow automation MCP server with 9 tools

4
JavaScript
MIT
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Haldir logo

Haldir

Maintained

Guardian layer for AI agents: identity, secrets, audit via MCP.

4
Python
MIT
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Spectra Finance MCP server: yield discovery, PT/YT, looping, Morpho, 10 chains

4
TypeScript
MIT
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