MCP Catalog
Browse 584 Model Context Protocol servers · Development & Coding · PythonClear
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Stdio MCP server for MCHS schemas, validation, support status, and evidence.
Architecture governance for AI agents: query the live model, get target patterns, check files.
Code graph context engine with 24 MCP tools. 170+ languages via tree-sitter.
Excel automation via xlwings COM. DRM-protected files, live sessions, VBA macros. Windows only.
Enterprise code intelligence for M&A, security audits, and tech debt. Hosted server with 200k free.
Dependency vulnerability scanner with EPSS scoring. 9 MCP tools. Free tier + x402.
A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, stdout, stderr.
Build, backtest, and automate Hyperliquid trading strategies — typed, deterministic, live parity.
Hash passwords with bcrypt and issue/verify JWT session tokens over A2A + MCP.
Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Verte
Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t
Dependency vulnerability scanner with EPSS scoring. 9 MCP tools. Free tier + x402.
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event streaming
334 free developer tools for AI agents. No API key needed.
Persistent, read-only codebase memory for Claude Code; ask it instead of re-reading files.
Structured execution for Claude Code — contracts, postconditions, gates, guardrails.
Cut AI agent token costs 5-15x — routes only relevant code symbols instead of full files.
The most complete Godot 4 MCP: secure sandbox, 40+ tools (projects–runtime), major MCP clients.
86 tools: drive YOUR real Chrome via CDP + browse/install/publish Threads in chat. webloom.run.
Bulge-tier financial model factory — live formulas, source-traced cells, 14 templates.
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot.
GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra
GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems