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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114 entries in this view.

Tool ranking

Ranked by normalized popularity 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
    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 269GitHub stars+538 (+0.27 %)
  2. 2

    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 810GitHub stars+14 (+0.09 %)
  3. 3

    MCP
    Active

    Trigger.dev – build and deploy fully‑managed AI agents and workflows

    TypeScriptLicense: Apache-2.0
    • ai
    • ai-agent-framework
    • ai-agents
    • automation
    • background-jobs

    githubmeasured growthOpen source ↗

    16 210GitHub stars+57 (+0.35 %)
  4. 4

    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 159GitHub stars+97 (+0.48 %)
  5. 5

    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 835GitHub stars+901 (+1.3 %)
  6. 6

    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 311GitHub stars+1 329 (+1.7 %)
  7. 7

    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 499GitHub stars+796 (+0.94 %)
  8. 8

    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 807GitHub stars+71 (+0.07 %)
  9. 9

    MCP
    Active

    Open source MCP Servers for AWS

    PythonLicense: Apache-2.0
    • aws
    • mcp
    • mcp-client
    • mcp-clients
    • mcp-host

    githubmeasured growthOpen source ↗

    9 655GitHub stars+8 (+0.08 %)
  10. 10

    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 059GitHub stars+31 (+0.34 %)
  11. 11

    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 ↗

    9 018GitHub stars+829 (+10.1 %)
  12. 12

    MCP
    Active

    Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server. Built for developers at large organizations.

    TypeScript
    • ai-assisted-development
    • aws
    • aws-lambda
    • cms
    • graphql

    githubmeasured growthOpen source ↗

    8 032GitHub starsstable
  13. 13

    MCP
    Active

    LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

    PythonLicense: AGPL-3.0
    • ai-agents
    • data-engineering
    • document-ai
    • generative-ai
    • idp

    githubmeasured growthOpen source ↗

    7 209GitHub stars+30 (+0.42 %)
  14. 14

    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 532GitHub stars+137 (+2.5 %)
  15. 15

    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 510GitHub stars+447 (+8.8 %)
  16. 16

    MCP
    UnknownLast commit: unavailable

    AI-powered Amazon ECS workload management

    mcpmeasured growthOpen source ↗

    Install claude mcp add server -- uvx mcp-proxy-for-aws

    334 301downloads over 7 daysstable
  17. 17

    MCP
    UnknownLast commit: unavailable

    AI-powered Amazon EKS cluster management and troubleshooting

    mcpmeasured growthOpen source ↗

    Install claude mcp add server -- uvx mcp-proxy-for-aws

    334 301downloads over 7 daysstable
  18. 18

    MCP
    UnknownLast commit: unavailable

    A managed MCP server enabling AI agents to access AWS using docs, API calls, and SOP workflows.

    mcpmeasured growthOpen source ↗

    Install claude mcp add aws-mcp -- uvx mcp-proxy-for-aws

    334 301downloads over 7 daysstable
  19. 19

    MCP
    UnknownLast commit: unavailable

    AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workflows.

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-proxy-for-aws -- uvx mcp-proxy-for-aws

    334 301downloads over 7 daysstable
  20. 20

    MCP
    UnknownLast commit: unavailable

    Google Workspace MCP server for Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, Chat.

    mcpmeasured growthOpen source ↗

    Install claude mcp add workspace-mcp -- uvx workspace-mcp

    68 792downloads over 7 daysstable
  21. 21

    MCP
    Active

    Open-source AI pentester that proves every finding. Machine oracles re-run each exploit; verified bugs ship a proof capsule you can replay yourself.

    PythonLicense: MIT
    • ai-penetration-testing
    • ai-pentesting
    • ai-security
    • appsec
    • bug-bounty

    githubmeasured growthOpen source ↗

    1 648GitHub stars+7 (+0.43 %)
  22. 22

    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 091GitHub stars+29 (+2.7 %)
  23. 23

    MCP
    UnknownLast commit: unavailable

    Real-time web search, reasoning, and research through Perplexity's API

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-server -- npx @perplexity-ai/mcp-server

    25 794downloads over 7 daysstable
  24. 24

    MCP
    UnknownLast commit: unavailable

    Real-time web search, reasoning, and research through Perplexity's API

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-server -- npx @perplexity-ai/mcp-server

    25 794downloads over 7 daysstable

Learning resources

Ranked by normalized popularity 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 375GitHub stars+716 (+1.0 %)