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

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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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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Regression testing for MCP servers. Checks capabilities, invokes tools, detects schema drift.

2
TypeScript
MIT
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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

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

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

2
TypeScript
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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temporal-mcp

Maintained

Wall-clock awareness for LLM agents. Two tools: elapsed-time-between-turns + day rollover detection.

2
TypeScript
MIT
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Trust infrastructure for AI agents — DIDs, reputation, verifiable credentials, USDC.

2
Python
MIT
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oraclemcp

Active

Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (unofficial).

2
Rust
Apache-2.0
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AST-based Python refactoring MCP server with safe automated refactorings and rollback

2
Python
MIT
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Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnostics

2
TypeScript
MIT
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Local MCP broker that exposes one compact entry for many upstream servers.

2
Python
MIT
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Spring Boot example that exposes SpringDoc OpenAPI operations as safe MCP tools.

2
Java
Apache-2.0
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AI/ML engineering MCP server for Neo — submit tasks, track execution, and retrieve outputs.

2
Python
MIT
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Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 browser tools.

2
JavaScript
MIT
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9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScript enforcement.

2
TypeScript
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Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki

2
TypeScript
MIT
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