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

Session-bound Docker workflow server through Codex. State is discarded with the container.

2
TypeScript
MIT
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Malaysia public holidays, school terms, business days & a leave optimizer (13 tools).

2
TypeScript
MIT
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MCP server to integrate with Juniper Routing Director

2
Python
Apache-2.0
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Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools

2
Luau
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Persistent engineering memory for AI coding agents. Survives refactors, knows when it is stale.

2
Rust
MIT
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Search Luogu problems, fetch statements, explore problem sets and get practice recommendations.

2
TypeScript
MIT
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MCP server for Digilent WaveForms instruments (oscilloscope, AWG, logic analyzer).

2
Python
MIT
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GDPR compliance MCP server - article lookup, DPIA, ROPA, DSR, IaC analysis, Bicep templates.

2
Python
MIT
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Multi-provider search broker for AI agents: 14 providers, 12-step extraction, retrieval workflows.

2
Python
MIT
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MCP security scanner. CI-native testing, attack simulation, health scoring, and SARIF.

2
TypeScript
MIT
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Epoch logo

Epoch

Active

Epoch time estimation MCP server for PERT, COCOMO, Monte Carlo, calibration, cost, and risk.

2
TypeScript
Apache-2.0
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MCP server for Trading 212 API - portfolio, orders, pies, dividends, and analytics

2
Python
MIT
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AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.

2
TypeScript
MIT
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Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40% context tokens.

2
Python
MIT
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LexAPI logo

LexAPI

Active

Search EUR-Lex, fetch parsed EU legislation and case law, explore the citation graph.

2
TypeScript
MIT
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PDF parsing server with text extraction, metadata, search, images, and TOC via MCP

2
TypeScript
MIT
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Your AI's DFW guide: events, appraisals, Dallas 311, crime, floods, schools, utilities, districts.

2
JavaScript
Apache-2.0
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Windows AutoCAD MCP server for handle-first CAD automation, validation, and drawing exports.

2
Python
MIT
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Self-serve publisher onboarding for Lulu Ads. 70% CPA, disclosed sponsored field.

2
Python
MIT
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ComfyUI Builder logo

ComfyUI Builder

Maintained

ComfyUI MCP server: knowledge base, workflow builder, real-time execution, models, plugins.

2
TypeScript
MIT
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Fully local MCP server and CLI for web research

2
Python
MIT
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AI-native runtime with built-in MCP server. 232 builtins, AI pipelines, RAG, single ~8 MB binary.

2
Go
MIT
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Solana KOL trading intelligence & deployer analytics via x402 micropayments or API key.

2
JavaScript
MIT
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Real-time Firestore schema context for AI coding agents. Stop hallucinating field names.

2
TypeScript
MIT
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Parse JavaScript error stack traces back to original source code using source maps

2
TypeScript
MIT
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Branchable LLM history DAG + encrypted context capsules agents can save, restore, and crypto-shred.

2
JavaScript
MIT
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Memori MCP server — persistent AI memory with recall and augmentation tools

2
JavaScript
MIT
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MCP server to publish to Substack, Ghost, Dev.to, WordPress, LinkedIn + 5 more from Claude Code.

2
TypeScript
MIT
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Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, read-only.

2
Python
MIT
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SandboxAPI logo

SandboxAPI

Maintained

Execute code in 8 languages (Python, JS, TS, Go, Java, C++, C, Bash) in gVisor sandboxes.

2
Go
MIT
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