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🛠️ Best MCP servers for dev tools & github

The 50 most used MCP servers for dev tools & github, ranked daily from downloads and GitHub data. Snapshot 2026-10-14.

#ServerWeekly downloadsStars
1GitDiagram activeremote
Architecture diagrams, explanations and Mermaid source for public GitHub repositories.
—18.2k
2Robin: AI-Powered Dark Web OSINT active
Dark web OSINT over Tor: search onion engines, scrape pages, report with your own model.
—7,549
3tradingview-mcp activeremote
Real-time market data, screeners, technical analysis & backtesting for stocks, crypto and forex.
—5,057
4Appllama activeremote
Study screens, flows and paywalls from top-earning iOS apps, then build from what wins.
—2,845
5TypeUI at-riskremote
Design systems, UI prompts, and layout variations for AI coding tools.
—2,046
6Zotero MCP active
Search, read, annotate, and add to your Zotero research library, local or web.
7,0995,384
7ArcadeDB MCP Server active
Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)
—1,202
8basic-memory active
Local-first knowledge management with bi-directional LLM sync via Markdown files.
6,5204,171
9mcp-server-chart active
A Model Context Protocol server for generating charts using AntV.
4,6064,397
10comfyui-mcp active
MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.
25.2k821
11sem active
Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents
5,7243,411
12TokenSave active
Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools.
—664
13Codeman active
Start, prompt and read AI coding agent sessions (Claude Code, Codex, Gemini CLI and more) in Codeman
7,651794
14loki-mode active
Autonomous spec-to-product coding-agent CLI with an MCP server exposing 39 tools over stdio.
4,6351,094
15emailmd activeremote
Render markdown into email-safe HTML, lint drafts for deliverability problems, and preview emails.
6,5241,380
16llmwiki active
Compile documents into a cited knowledge wiki. Retrieve evidence, query, and review via local MCP.
1,6702,182
17photoshop-mcp active
MCP server for Adobe Photoshop — 128 tools (generative AI + recipes), standalone web UI. Control Ph…
7,806642
18appwrite/mcp activeremote
Manage Appwrite projects, databases, auth, storage, functions, and messaging; search Appwrite docs
65.1k72
19beever-atlas active
Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.
—449
20GrayMatter active
Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra.
—483
21atlassian-dc-mcp active
MCP server for Atlassian Bitbucket Data Center - interact with repositories and code
26.8k103
22Flutter MCP Toolkit active
Inspect and drive Flutter debug apps/games: semantic snapshots, search, and custom client tools
—389
23Octocode MCP - AI Context Platform active
AI code research platform. Search, analyze, and extract insights from any GitHub repository.
2,118950
24Apollo MCP Server active
MCP server that exposes GraphQL operations as tools for AI models.
—314
25tw-legal-rag activeremote
Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations
—328
26ServiceNow MCP Server (NowAIKit) active
ServiceNow MCP server: 450+ tools for Claude, ChatGPT, Copilot & any AI. Read-only by default.
3,625267
27firebase-tools
Gives AI development tools Firebase-specific capabilities and expertise.
4.0M—
28anytype-mcp active
Official MCP server for Anytype API - your encrypted, local and collaborative wiki.
2,138532
29Memorix active
Local-first project memory with legacy MCP and 2026 discovery compatibility.
1,035841
30alpha_vantage_mcp activeremote
Real-time financial market data: stocks, forex, crypto, commodities, and economic indicators
—221
31ARC-1 active
MCP server for SAP ABAP systems
2,804221
32Ui.Vision MCP active
MCP server for browser and desktop automation: OCR, image recognition, real mouse and keyboard input
1662,074
33touchdesigner-mcp active
MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents
1,092581
34safari-mcp active
Native Safari browser automation for AI agents — 98 tools, zero Chrome overhead.
3,177217
35notion-mcp-server active
Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless in CI and agents.
3,510175
36clawdcursor active
Safe cross-OS desktop control for any AI agent - the fallback execution layer.
1,223405
37Chrome DevTools MCP
MCP server for Chrome DevTools
1.5M—
38mengram activeremote
Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows
—204
39spotifyscraper active
Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.
1,557319
40AISIX AI Gateway active
Self-hosted AI gateway that governs MCP servers, LLM traffic, and A2A agents behind one endpoint
—189
41AsDecided active
Read-only access to deterministic engineering decisions stored in a local repository.
—299
42blatui activeremote
shadcn/ui for Laravel Blade — discover, read and install BlatUI components, blocks and charts.
—260
43mcp-arr active
MCP server for *arr media suite - Sonarr, Radarr, Lidarr, Readarr, Prowlarr
1,461226
44Audio active
Edit, analyze and convert audio: loudness, spec checks, denoise, EQ, cuts, BPM, key. No ffmpeg.
1,536327
45Langfuse MCP active
Langfuse MCP server for accessing and analyzing telemetry data via natural language
2,603113
46WebReaper active
AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed.
—150
47arbor active
The Graph-Native Intelligence Layer for Code.
—160
48Google Workspace active
Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, manifest-driven
1,073191
49BeatDesign active
Local-first open-source AI media workbench with Canvas, video editor, Assets, and MCP tools.
—157
50flutter-skill active
AI E2E testing bridge — give AI eyes and hands inside any app. 8 platforms, 40+ tools.
448388