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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107 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.

  1. 1

    MCP
    UnknownLast commit: unavailable

    Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integration

    mcpmeasured growthOpen source ↗

    Install claude mcp add bitbucket-mcp -- npx bitbucket-mcp

    4 018downloads over 7 days+1 069 (+36.2 %)
  2. 2

    MCP
    Active

    A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.

    License: MIT
    • agent-skills
    • ai-agents
    • claude
    • claude-code
    • claude-code-skill

    githubmeasured growthOpen source ↗

    489GitHub stars+127 (+35.1 %)
  3. 3

    MCP
    UnknownLast commit: unavailable

    Shopify + Amazon inventory planning, forecasting & replenishment over MCP (49 tools).

    mcpmeasured growthOpen source ↗

    Install claude mcp add replenishradar -- npx @replenishradar/mcp-server

    130downloads over 7 days+32 (+32.7 %)
  4. 4

    MCP
    UnknownLast commit: unavailable

    Human-curated crypto signals, altcoin analysis, and airdrop alpha. x402 payments.

    mcpmeasured growthOpen source ↗

    Install claude mcp add crypto-analysis-human-mcp -- npx crypto-analysis-human-mcp

    83downloads over 7 days+11 (+15.3 %)
  5. 5

    MCP
    Active

    From 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,…

    PythonLicense: MIT
    • agent-skills
    • architecture
    • architecture-diagram
    • bpmn
    • c4-model

    githubmeasured growthOpen source ↗

    8 983GitHub stars+893 (+11.0 %)
  6. 6

    MCP
    Active

    Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

    TypeScriptLicense: MIT
    • ai-agents
    • anthropic
    • claude-code
    • cli
    • code-graph

    githubmeasured growthOpen source ↗

    5 449GitHub stars+435 (+8.7 %)
  7. 7

    MCP
    UnknownLast commit: unavailable

    Rule-tiered AST and sqlite-vec capability oracle for A-MEM agent workflows.

    mcpmeasured growthOpen source ↗

    Install claude mcp add cartographer-mcp -- npx @joecwales/cartographer-mcp

    72downloads over 7 days+5 (+7.5 %)
  8. 8

    MCP
    UnknownLast commit: unavailable

    Create App Store and Play Store screenshots with AI via MCP

    mcpmeasured growthOpen source ↗

    Install claude mcp add shipshots -- npx shipshots-mcp

    58downloads over 7 days+3 (+5.5 %)
  9. 9

    MCP
    UnknownLast commit: unavailable

    Quantum-safe vault, encryption & compliance for AI agents. NIST FIPS 203/204 ML-KEM-768 + ML-DSA-65.

    mcpmeasured growthOpen source ↗

    Install claude mcp add quantaseal -- npx @quantaseal/mcp-server

    57downloads over 7 days+2 (+3.6 %)
  10. 10

    MCP
    Active

    Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.

    RustLicense: AGPL-3.0
    • agent-skills
    • ai-agent
    • ai-assistant
    • ai-for-science
    • ai4science

    githubmeasured growthOpen source ↗

    1 087GitHub stars+31 (+2.9 %)
  11. 11

    MCP
    Active

    Open-source auth gateway connecting 1000+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.

    TypeScriptLicense: Apache-2.0
    • agent-tools
    • ai-agents
    • api-gateway
    • automation
    • cli

    githubmeasured growthOpen source ↗

    5 511GitHub stars+146 (+2.7 %)
  12. 12

    MCP
    Active

    🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

    PythonLicense: BSD-3-Clause
    • ai
    • ai-scraping
    • automation
    • crawler
    • crawling

    githubmeasured growthOpen source ↗

    78 103GitHub stars+1 284 (+1.7 %)
  13. 13

    MCP
    UnknownLast commit: unavailable

    Human-curated crypto market intelligence with x402 payments. Weekly signals and analysis.

    mcpmeasured growthOpen source ↗

    Install claude mcp add cartography-mcp-server -- npx cartography-mcp-server

    83downloads over 7 days+1 (+1.2 %)
  14. 14

    MCP
    Active

    Compress 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.

    PythonLicense: Apache-2.0
    • agent
    • ai
    • anthropic
    • claude-code
    • compression

    githubmeasured growthOpen source ↗

    68 629GitHub stars+784 (+1.2 %)
  15. 15

    MCP
    Active

    Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

    TypeScriptLicense: AGPL-3.0
    • agent
    • ai
    • dashboard
    • geopolitics
    • mcp

    githubmeasured growthOpen source ↗

    85 414GitHub stars+834 (+0.99 %)
  16. 16

    MCP
    Active

    66-tool MCP server for dark web intelligence — breach data, ransomware tracking, Tor .onion access, malware analysis, blockchain intel, exploit search, stealer logs

    TypeScriptLicense: MIT
    • ai-agent
    • breach
    • claude
    • cybersecurity
    • dark-web

    githubmeasured growthOpen source ↗

    319GitHub stars+3 (+0.95 %)
  17. 17

    MCP
    Active

    Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

    PythonLicense: MIT
    • asr
    • audio
    • chinese
    • emotion-recognition
    • funasr

    githubmeasured growthOpen source ↗

    20 136GitHub stars+85 (+0.42 %)
  18. 18

    MCP
    Active

    🫖 Status page with uptime monitoring & API monitoring as code 🫖

    TypeScriptLicense: AGPL-3.0
    • alerting
    • incident-management
    • mcp
    • mcp-server
    • monitoring

    githubmeasured growthOpen source ↗

    9 056GitHub stars+31 (+0.34 %)
  19. 19

    MCP
    Active

    Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

    TypeScript
    • ai
    • apis
    • automation
    • cli
    • data-flow

    githubmeasured growthOpen source ↗

    203 181GitHub stars+539 (+0.27 %)
  20. 20

    MCP
    Active

    Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.

    TypeScriptLicense: Apache-2.0
    • agent-harness
    • agent-observability
    • agent-plugin
    • agent-runtime
    • agent-sandbox

    githubmeasured growthOpen source ↗

    641GitHub stars+1 (+0.16 %)
  21. 21

    MCP
    Active

    An open-source AI agent that brings the power of Gemini directly into your terminal.

    TypeScriptLicense: Apache-2.0
    • ai
    • ai-agents
    • cli
    • gemini
    • gemini-api

    githubmeasured growthOpen source ↗

    106 778GitHub stars+57 (+0.05 %)
  22. 22

    MCP
    Active

    Android in docker solution with noVNC supported, video recording and mcp server

    Python
    • android
    • android-emulator
    • aws
    • azure
    • cloud

    githubmeasured growthOpen source ↗

    15 804GitHub stars+8 (+0.05 %)
  23. 23

    MCP
    UnknownLast commit: unavailable

    Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ findings.

    mcpmeasured growthOpen source ↗

    Install claude mcp add arc-security -- npx arc-security-mcp

    66downloads over 7 daysstable
  24. 24

    MCP
    UnknownLast commit: unavailable

    Budgeted reports and datasets with Hound, Webhound's DeepSeek V4 Pro + GPT-5.4 research harness.

    mcpmeasured growthOpen source ↗

    Install claude mcp add webhound -- npx webhound-mcp

    1 267downloads over 7 daysstable

Learning resources

Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.

  1. 1

    ruflo

    MCP
    ActiveOpen source ↗

    🌊 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 /…

    TypeScriptLicense: MIT
    • agentic-ai
    • agentic-framework
    • agentic-workflow
    • agents
    • ai-agents
    githubResourcemeasured growth
    70 271GitHub stars+697 (+1.0 %)