MCP Catalog
Browse 237 Model Context Protocol servers · pypi · Apache License 2.0Clear
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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.
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.
An MCP server connects your AI assistants to Infrahub using the open MCP standard.
Incident management, on-call scheduling, and intelligent analysis powered by Rootly.
Savvly MCP: query fund data, model projections, and compare against alternative retirement products.
Encrypted-first embedded database with vector search and agent memory, exposed as MCP tools
Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go.
Persistent graph-backed conversational memory for AI agents.
Python MCP server: fair-price checks, leaderboards, Ed25519 receipt verification for x402/MPP.
Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.
Schema-driven document extraction with local OCR + LLM. Document in, Structured JSON out.
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.
The trust and intelligence layer between AI agents and your database.
Contextual blast-radius scoring for shell commands an AI agent is about to run
SEAM: local-first memory runtime for AI agents, with retrieval and glassbox provenance over MCP.
Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.
MCP server for direct HTTP communication with air-Q air quality sensor devices
MCP server for air-Q Cloud API — access air quality data from anywhere
Couchbase Model Context Protocol Server to interact with Couchbase clusters
Real-time semantic security for AI coding agents and MCP tools
Intent-bound action authorization for AI agents: policy, human approval, and a signed audit trail.
Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.
Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.