423 packages found
An open framework for scoring how well an MCP tool definition communicates to an AI agent – the Tool Definition Quality
Annota — AI-Powered Paper Annotation MCP Server. Reads PDFs, highlights findings, explains formulas, writes structured n
MCP server that annotates any web page with hover labels — zero extensions, works in any browser
MCP server for automatic Python type inference and checking using Pyrefly
Cursor marketplace plugin for Pincushion — MCP server + slash commands
MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control
MKP is a Model Context Protocol (MCP) server for Kubernetes
Claude Code plugin for visual docs — annotated screenshots, feature demos, flow walkthrough recordings (gif/mp4), termin
Full unofficial agentic Infomaniak MCP server — guided automation of web hosting, mail, kDrive, domains and DNS.
Persistent semantic memory for SQL databases (Postgres, MySQL, MSSQL, SQLite) — the MCP server with the most ironic name
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code) and Figma, allowing Agentic AI to communicate with F
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debuggi
Apple Books MCP Server
Local-first MCP tool that converts PDFs into polished standalone card-based HTML readers
Repository for the Tool Annotations Interest Group
GUARDRAIL - MCP Security - Gateway for Unified Access, Resource Delegation, and Risk-Attenuating Information Limits
📄 Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage
MCP server for Langfuse — query traces, debug errors, analyze sessions and prompts from any AI agent
Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 238 commands, 224 MC
MCP stdio server that scans a repository once and answers architecture questions from an evidence-backed graph, so agent
A Jira-like project tracker MCP server for AI agents. SQLite-backed, 22 tools, full hierarchy, activity logging, and das
Domscribe is a pixel-to-code development tool that bridges the gap between running web applications and their source cod
The trust-and-automation layer for Zotero
Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs or SPARQL endpoints; author nodes and edge
MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
A comprehensive Model Context Protocol (MCP) server providing advanced access to the UniProt protein database.
SEOcrawl AI MCP server — public manifest for MCP directories. Hosted server: https://mcp.seocrawl.ai
Simple personal memory system for Claude Code — plain Markdown notes synced to cloud storage
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
A command-line tool written in Rust for discovering and documenting MCP Server capabilities.
Enable MCP features for any Gin API with a line of code
1000 Genomes Project Dataset MCP Server
MCP server providing semantic Java code analysis for AI agents. Built on Eclipse JDT with tools for navigation, refactor
It's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP.
Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Zero dependencies. OpenAPI / MCP
The most powerful Figma Console MCP capabilities, repackaged as Markdown skills for the native Figma MCP server — design
MCP server for Microsoft To Do via Microsoft Graph API. Manage task lists, create, update, complete and delete tasks fro
A Model Context Protocol (MCP) server implementation that integrates with the Nutrient Document Web Service (DWS) Proces
AVI (NSX Advanced Load Balancer) management and AKO Kubernetes operations tool
A Model Context Protocol (MCP) server that provides vision capabilities to analyze image and video
Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHouse, Dremio) and generates RDF/O
Security scanner for MCP (Model Context Protocol) servers — reads the real published npm/PyPI source, not just metadata,
Figma MCP for free users — no rate limits, full read/write, text to designs, designs to code
Secure NotebookLM MCP Server - Query Google NotebookLM from Claude/AI agents with 17 security hardening layers
The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrations
Eyes for AI coding agents: deterministic MCP server that tells the LLM which CSS rule wins, in which file, on which line
React data visualization library for streaming, networks, and AI-assisted development
MCP server for CloakBrowser — stealth browser automation for AI models
A curated list of awesome MCP servers focused on DevOps tools and capabilities.