# Best MCP servers for ai models & media

The 50 most used MCP servers for ai models & media, ranked daily from downloads and GitHub data.

1. [GitDiagram](https://mcpmorning.com/mcp/ahmedkhaleel2004-gitdiagram/): Architecture diagrams, explanations and Mermaid source for public GitHub repositories. (18191 stars)
2. [mcp-server-chart](https://mcpmorning.com/mcp/antvis-mcp-server-chart/): A Model Context Protocol server for generating charts using AntV. (4397 stars, 4606 downloads/week)
3. [comfyui-mcp](https://mcpmorning.com/mcp/artokun-comfyui-mcp/): MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM. (821 stars, 25210 downloads/week)
4. [sem](https://mcpmorning.com/mcp/ataraxy-labs-sem/): Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents (3411 stars, 5724 downloads/week)
5. [Codeman](https://mcpmorning.com/mcp/ark0n-codeman/): Start, prompt and read AI coding agent sessions (Claude Code, Codex, Gemini CLI and more) in Codeman (794 stars, 7651 downloads/week)
6. [loki-mode](https://mcpmorning.com/mcp/asklokesh-loki-mode/): Autonomous spec-to-product coding-agent CLI with an MCP server exposing 39 tools over stdio. (1094 stars, 4635 downloads/week)
7. [Octocode MCP - AI Context Platform](https://mcpmorning.com/mcp/bgauryy-octocode-mcp/): AI code research platform. Search, analyze, and extract insights from any GitHub repository. (950 stars, 2118 downloads/week)
8. [Apollo MCP Server](https://mcpmorning.com/mcp/apollographql-apollo-mcp-server/): MCP server that exposes GraphQL operations as tools for AI models. (314 stars)
9. [tw-legal-rag](https://mcpmorning.com/mcp/aa0101181514-tw-legal-rag/): Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations (328 stars)
10. [ServiceNow MCP Server (NowAIKit)](https://mcpmorning.com/mcp/aartiq-servicenow-mcp/): ServiceNow MCP server: 450+ tools for Claude, ChatGPT, Copilot & any AI. Read-only by default. (267 stars, 3625 downloads/week)
11. [anytype-mcp](https://mcpmorning.com/mcp/anyproto-anytype-mcp/): Official MCP server for Anytype API - your encrypted, local and collaborative wiki. (532 stars, 2138 downloads/week)
12. [Memorix](https://mcpmorning.com/mcp/avids2-memorix/): Local-first project memory with legacy MCP and 2026 discovery compatibility. (841 stars, 1035 downloads/week)
13. [safari-mcp](https://mcpmorning.com/mcp/achiya-automation-safari-mcp/): Native Safari browser automation for AI agents — 98 tools, zero Chrome overhead. (217 stars, 3177 downloads/week)
14. [clawdcursor](https://mcpmorning.com/mcp/amrdab-clawdcursor/): Safe cross-OS desktop control for any AI agent - the fallback execution layer. (405 stars, 1223 downloads/week)
15. [spotifyscraper](https://mcpmorning.com/mcp/aliakhtari78-spotifyscraper/): Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only. (319 stars, 1557 downloads/week)
16. [AISIX AI Gateway](https://mcpmorning.com/mcp/api7-aisix/): Self-hosted AI gateway that governs MCP servers, LLM traffic, and A2A agents behind one endpoint (189 stars)
17. [mcp-arr](https://mcpmorning.com/mcp/aplaceforallmystuff-mcp-arr/): MCP server for *arr media suite - Sonarr, Radarr, Lidarr, Readarr, Prowlarr (226 stars, 1461 downloads/week)
18. [Audio](https://mcpmorning.com/mcp/audiojs-audio/): Edit, analyze and convert audio: loudness, spec checks, denoise, EQ, cuts, BPM, key. No ffmpeg. (327 stars, 1536 downloads/week)
19. [Google Workspace](https://mcpmorning.com/mcp/aaronsb-google-workspace-mcp/): Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, manifest-driven (191 stars, 1073 downloads/week)
20. [BeatDesign](https://mcpmorning.com/mcp/beatapi-beatdesign/): Local-first open-source AI media workbench with Canvas, video editor, Assets, and MCP tools. (157 stars)
21. [Lunch Money](https://mcpmorning.com/mcp/akutishevsky-lunchmoney-mcp/): MCP server for managing LunchMoney personal finances: transactions, budgets, categories, and more. (109 stars, 1994 downloads/week)
22. [Acquisition.gov](https://mcpmorning.com/mcp/1102tools-dev-federal-contracting-mcps/): SAM.gov readiness, entities, exclusions, opportunities, awards, hierarchy, and subawards. 20 tools. (24 stars, 10650 downloads/week)
23. [mcptoon](https://mcpmorning.com/mcp/activeing123-mcptoon/): MCP tools + agent skills in one zero-dependency CLI: 71,929 -> 581 tokens (-99.2%, measured). (219 stars, 1146 downloads/week)
24. [Agent360 Browser MCP](https://mcpmorning.com/mcp/agent360dk-browser-mcp/): Drive your real, logged-in Chrome from any AI agent - 40 tools. Needs our Chrome extension too. (54 stars, 2133 downloads/week)
25. [Lumen](https://mcpmorning.com/mcp/ahmedeid1-lumen/): Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest. (88 stars)
26. [gmail-mcp-server](https://mcpmorning.com/mcp/artymclabin-gmail-mcp-server/): Lean Gmail MCP server with auto authentication support (250 stars, 296 downloads/week)
27. [Hexis](https://mcpmorning.com/mcp/bevel-software-hexis/): Git-backed platform for skills, tools, and context for AI agents (114 stars)
28. [AkTools MCP Server](https://mcpmorning.com/mcp/aahl-mcp-aktools/): MCP Server for stock and crypto (391 stars, 164 downloads/week)
29. [sunomcp](https://mcpmorning.com/mcp/acedatacloud-sunomcp/): MCP server for Suno AI music generation, lyrics, and covers (67 stars, 1405 downloads/week)
30. [AKShare](https://mcpmorning.com/mcp/agentpit-io-hunter-community/): Let a model explore AKShare's 1000+ China market data functions on its own — search, inspect, call (584 stars, 85 downloads/week)
31. [Sheets MCP](https://mcpmorning.com/mcp/atc07-sheets-mcp/): Google Sheets for agent workflows in Claude Code and Claude Desktop: APIs, files, schedules, undo. (35 stars, 1514 downloads/week)
32. [Nutrition MCP](https://mcpmorning.com/mcp/akutishevsky-nutrition-mcp/): Nutrition tracking: log meals and macros, USDA and Open Food Facts lookups, history, app import. (79 stars)
33. [mongodb-mcp-server](https://mcpmorning.com/mcp/mongodb-js-mongodb-mcp-server/): MongoDB Model Context Protocol Server (126239 downloads/week)
34. [paper-preflight](https://mcpmorning.com/mcp/amos689-paper-preflight/): Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM. (61 stars, 946 downloads/week)
35. [mcp-for-api](https://mcpmorning.com/mcp/appwrite-mcp-for-api/): MCP (Model Context Protocol) server for Appwrite (72 stars)
36. [freellmpool](https://mcpmorning.com/mcp/0xzr-freellmpool/): OpenAI-compatible MCP gateway cataloging 22 LLM providers, with routing, failover, and tools. (125 stars, 265 downloads/week)
37. [cap-js/mcp-server](https://mcpmorning.com/mcp/cap-js-mcp-server/): Model Context Protocol (MCP) server for AI-assisted development of CAP applications. (72149 downloads/week)
38. [figma-mcp-rust](https://mcpmorning.com/mcp/alvinindra-figma-mcp-rust/): Figma MCP server in Rust: plugin bridge, no API token, no rate limits, 73 tools. (66 stars, 407 downloads/week)
39. [nx-console](https://mcpmorning.com/mcp/nrwl-nx-console/): A Model Context Protocol server implementation for Nx (69058 downloads/week)
40. [Sipcode](https://mcpmorning.com/mcp/anuj7411-sipcode/): Context hygiene for Claude Code: drift detection, re-read dedup, and token analytics. (46 stars, 876 downloads/week)
41. [GoldenAnalysis](https://mcpmorning.com/mcp/benseverndev-oss-goldenmatch/): Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box. (133 stars, 200 downloads/week)
42. [PostgreSQL](https://mcpmorning.com/mcp/antonorlov-mcp-postgres-server/): MCP server for PostgreSQL: local, Docker, RDS, Neon, Supabase, or behind an SSH bastion. (23 stars, 1147 downloads/week)
43. [Open Library](https://mcpmorning.com/mcp/8ensmith-mcp-open-library/): Search books and authors on the Internet Archive's Open Library (95 stars, 195 downloads/week)
44. [ZulipChat MCP Server](https://mcpmorning.com/mcp/akougkas-zulipchat-mcp/): ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics (32 stars, 631 downloads/week)
45. [deepseek-mcp-server](https://mcpmorning.com/mcp/arikusi-deepseek-mcp-server/): MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, and cost tracking (25 stars, 805 downloads/week)
46. [MikroMCP](https://mcpmorning.com/mcp/alikarami-mikromcp/): MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback. (75 stars, 314 downloads/week)
47. [Doc Bridge](https://mcpmorning.com/mcp/agentskit-io-doc-bridge/): Resolve documentation ownership, edit roots, checks, and human handoffs before an agent edits code. (9 stars, 3248 downloads/week)
48. [airflow-mcp-server](https://mcpmorning.com/mcp/abhishekbhakat-airflow-mcp-server/): An MCP server for Apache Airflow (33 stars, 525 downloads/week)
49. [veritasgraph](https://mcpmorning.com/mcp/bibinprathap-veritasgraph/): Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers. (324 stars, 34 downloads/week)
50. [ai-memory-mcp](https://mcpmorning.com/mcp/alphaonedev-ai-memory-mcp/): Persistent memory for any AI — zero token cost until recall (54 stars)