MCP servers for developers
Cross-domain view of MCP servers found in stored snapshots from every domain. No collection starts during your visit.
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123 entries in this view.
Tool ranking
Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.
- 1Active
A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.
githubmeasured growthOpen source ↗
845GitHub stars+430 (+103.6 %) - 2Active
66-tool MCP server for dark web intelligence — breach data, ransomware tracking, Tor .onion access, malware analysis, blockchain intel, exploit search, stealer logs
githubmeasured growthOpen source ↗
318GitHub stars+2 (+0.63 %) - 3Active
n8n
MCPFair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
githubmeasured growthOpen source ↗
203 517GitHub stars+611 (+0.30 %) - 4Active
Android in docker solution with noVNC supported, video recording and mcp server
githubmeasured growthOpen source ↗
15 829GitHub stars+33 (+0.21 %) - 5Active
trigger.dev
MCPTrigger.dev – build and deploy fully‑managed AI agents and workflows
githubmeasured growthOpen source ↗
16 221GitHub stars+53 (+0.33 %) - 6Active
FunASR
MCPOpen-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
githubmeasured growthOpen source ↗
20 195GitHub stars+113 (+0.56 %) - 7Active
unstract
MCPLLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
githubmeasured growthOpen source ↗
7 218GitHub stars+36 (+0.50 %) - 8Active
dbt-mcp
MCPA MCP (Model Context Protocol) server for interacting with dbt.
githubmeasured growthOpen source ↗
602GitHub stars+1 (+0.17 %) - 9Active
wisp-science
MCPOpen-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.
githubmeasured growthOpen source ↗
1 098GitHub stars+25 (+2.3 %) - 10Active
headroom
MCPCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
githubmeasured growthOpen source ↗
69 096GitHub stars+973 (+1.4 %) - 11Active
Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.
githubmeasured growthOpen source ↗
455GitHub stars+85 (+23.0 %) - 12Active
Scrapling
MCP🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
githubmeasured growthOpen source ↗
78 641GitHub stars+1 241 (+1.6 %) - 13Active
openstatus
MCP🫖 Status page with uptime monitoring & API monitoring as code 🫖
githubmeasured growthOpen source ↗
9 066GitHub stars+30 (+0.33 %) - 14Active
Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.
githubmeasured growthOpen source ↗
642GitHub stars+2 (+0.31 %) - 15Active
drawio-skill
MCPFrom text & real sources to maintainable .drawio architecture models: Diagram IR with source-kind profiles, incremental sync preserving manual layout, multi-view projection, architecture-as-test with a CI action, query/review, what-if,…
githubmeasured growthOpen source ↗
9 074GitHub stars+336 (+3.8 %) - 16Active
worldmonitor
MCPReal-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
githubmeasured growthOpen source ↗
85 677GitHub stars+597 (+0.70 %) - 17Active
Open-source auth gateway connecting 1400+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.
githubmeasured growthOpen source ↗
5 562GitHub stars+123 (+2.3 %) - 18Active
gemini-cli
MCPAn open-source AI agent that brings the power of Gemini directly into your terminal.
githubmeasured growthOpen source ↗
106 828GitHub stars+74 (+0.07 %) - 19Active
Graft
MCPTurbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.
githubmeasured growthOpen source ↗
5 700GitHub stars+530 (+10.3 %) - 20Active
clarilayer
MCPStop re-explaining your data to your AI every session. The individual-analyst context layer, delivered over MCP (Claude Code / Cursor / Codex).
githubmeasured growthOpen source ↗
92GitHub starsstable - 21Active
pentest-ai
MCPOpen-source AI pentester that proves every finding. Machine oracles re-run each exploit; verified bugs ship a proof capsule you can replay yourself.
githubmeasured growthOpen source ↗
1 648GitHub stars+7 (+0.43 %) - 229 655GitHub stars+8 (+0.08 %)
Learning resources
Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.
- 1ActiveOpen source ↗
ruflo
MCP🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code /…
githubResourcemeasured growth70 829GitHub stars+960 (+1.4 %)