MCP Catalog
Browse 75 Model Context Protocol servers · Development & Coding · Python · Apache License 2.0Clear
+9 more
Give your AI agent the ability to respond with live, interactive apps that evolve.
Decision system for AI coding agents. Surfaces what your project decided, and why, before changes.
Audit certificates and keystores to surface expiry risks, weak algorithms, and misconfigurations.…
A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management.…
300+ free MCP tools: weather, crypto, DNS, QR, colors, SEO, UUIDs, and more.
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.
Designs, prices, and deploys AWS/GCP cloud infrastructure from plain-English requirements.
262 MCP tools for agent-native control of openDAW, a browser-based DAW
Schema-driven document extraction with local OCR + LLM. Document in, Structured JSON out.
Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.
MCP server for direct HTTP communication with air-Q air quality sensor devices
Real-time semantic security for AI coding agents and MCP tools
Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.
Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.
Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more.
Other AI CLIs (Gemini, GPT, Claude, opencode, Ollama) as a council — ban-safe, no API keys.
MCP server to integrate with Juniper Routing Director
Returns the latest package / dependency / tool versions for Python, NPM, Go, Docker, Helm, etc.
Secure filesystem access for AI agents with configurable directory and file type restrictions
MCP server for the Qiskit Code Assistant intelligent code completion
MCP server for querying and retrieving Qiskit documentation, guides, and API references
MCP server for qiskit-gym reinforcement learning quantum circuit synthesis
MCP server for Qiskit quantum computing with circuit serialization utilities
Local-first, read-only MCP server for evidence-backed repository memory.