Python MCP servers

Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.

AI-powered OSINT agent & MCP server. 21 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.

75Trust score 75 of 100, Good

Draw cloud architecture diagrams with official AWS, Azure and GCP icons from a prompt or Terraform.

New AI model, product and repo names as they surface, and the search terms behind them, sized.

Natural voice conversations for AI assistants - STT/TTS via MCP

Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval

74Trust score 74 of 100, Good

Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.

Failure-memory layer for coding agents: search evidence-rated failure lessons by error text.

Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option

Deterministic security scan of MCP servers, agent skills and npm/PyPI packages. Runs locally.

MCP tools + agent skills in one zero-dependency CLI: 71,929 -> 581 tokens (-99.2%, measured).

MCP server for MikroTik routers: firewall, NAT, routing, DHCP, DNS, WireGuard and more via SSH.

Drive Google Flow from an agent: Veo video and Imagen image generation

Google Ads, Reddit Ads, GA4 and Tag Manager in your AI client, with a preview before every change.

73Trust score 73 of 100, Good

Local AI studio on your GPU: images, video, music, voice, RAG. Needs the Guaardvark app installed.

Connects AI agents with CrowdStrike Falcon for security analysis and automation.

MCP server that provides access to Chinese stock market data using akshare-one

MCP server for ITASCA PFC, FLAC3D, 3DEC, MPoint and MassFlow: search docs, run simulations, plot.

Guardrailed video editing for AI agents: FFmpeg, captions, effects, Hyperframes, and receipts.

Temporal engineering context for agents via MCP.

72Trust score 72 of 100, Good

Production-grade MCP server for KiCad EDA—PCB design, DRC, simulation, BOM, DFM, and manufacturing.

72Trust score 72 of 100, Good

Video editing through the Cassette agent: import media, edit by chat turn, read the timeline, export

Apple Music MCP server: playlists, library, catalog, playback and Up Next, on Mac/Windows/Linux.

Third-party open-source MCP server for Kingdee K3Cloud ERP - 101 tools, 17 domains. Unofficial.