工具说明为英文。

面向开发者的MCP 服务器

横向视图：已存储的采集数据中所有MCP 服务器，涵盖全部领域。访问期间不会发起新的采集。

活跃度

排序方式

此视图共 124 条。

工具排名

混合排名：实测增长优先。 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。

  1. 1

    MCP
    活跃

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

    许可证: MIT
    • agent-skills
    • ai-agents
    • claude
    • claude-code
    • claude-code-skill

    github实测增长打开来源 ↗

    673GitHub 星标+269 (+66.6 %)
  2. 2

    MCP
    活跃

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

    TypeScript许可证: MIT
    • ai-agent
    • breach
    • claude
    • cybersecurity
    • dark-web

    github实测增长打开来源 ↗

    317GitHub 星标+1 (+0.32 %)
  3. 3

    MCP
    活跃

    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

    github实测增长打开来源 ↗

    203 380GitHub 星标+561 (+0.28 %)
  4. 4

    MCP
    活跃

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

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

    github实测增长打开来源 ↗

    15 822GitHub 星标+26 (+0.16 %)
  5. 5

    MCP
    活跃

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

    TypeScript许可证: Apache-2.0
    • ai
    • ai-agent-framework
    • ai-agents
    • automation
    • background-jobs

    github实测增长打开来源 ↗

    16 215GitHub 星标+56 (+0.35 %)
  6. 6

    MCP
    活跃

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

    Python许可证: AGPL-3.0
    • ai-agents
    • data-engineering
    • document-ai
    • generative-ai
    • idp

    github实测增长打开来源 ↗

    7 213GitHub 星标+31 (+0.43 %)
  7. 7

    MCP
    活跃

    Stop re-explaining your data to your AI every session. The individual-analyst context layer, delivered over MCP (Claude Code / Cursor / Codex).

    TypeScript
    • ai-agents
    • analytics
    • claude-code
    • context-engineering
    • cursor

    github实测增长打开来源 ↗

    92GitHub 星标-5 (-5.2 %)
  8. 8

    MCP
    活跃

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

    Python许可证: MIT
    • asr
    • audio
    • chinese
    • emotion-recognition
    • funasr

    github实测增长打开来源 ↗

    20 175GitHub 星标+98 (+0.49 %)
  9. 9

    MCP
    活跃

    A MCP (Model Context Protocol) server for interacting with dbt.

    Python许可证: Apache-2.0
    • data-analytics
    • data-engineering
    • dbt
    • llm
    • mcp

    github实测增长打开来源 ↗

    602GitHub 星标+1 (+0.17 %)
  10. 10

    MCP
    活跃

    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.

    Rust许可证: AGPL-3.0
    • agent-skills
    • ai-agent
    • ai-assistant
    • ai-for-science
    • ai4science

    github实测增长打开来源 ↗

    1 094GitHub 星标+27 (+2.5 %)
  11. 11

    MCP
    活跃

    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.

    Python许可证: Apache-2.0
    • agent
    • ai
    • anthropic
    • claude-code
    • compression

    github实测增长打开来源 ↗

    68 952GitHub 星标+925 (+1.4 %)
  12. 12

    MCP
    活跃

    Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.

    TypeScript许可证: AGPL-3.0
    • agpl
    • analytics
    • clickhouse
    • cookieless
    • google-analytics-alternative

    github实测增长打开来源 ↗

    395GitHub 星标+28 (+7.6 %)
  13. 13

    MCP
    活跃

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

    Python许可证: BSD-3-Clause
    • ai
    • ai-scraping
    • automation
    • crawler
    • crawling

    github实测增长打开来源 ↗

    78 443GitHub 星标+1 224 (+1.6 %)
  14. 14

    MCP
    活跃

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

    TypeScript许可证: AGPL-3.0
    • alerting
    • incident-management
    • mcp
    • mcp-server
    • monitoring

    github实测增长打开来源 ↗

    9 060GitHub 星标+31 (+0.34 %)
  15. 15

    MCP
    活跃

    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,…

    Python许可证: MIT
    • agent-skills
    • architecture
    • architecture-diagram
    • bpmn
    • c4-model

    github实测增长打开来源 ↗

    9 043GitHub 星标+570 (+6.7 %)
  16. 16

    MCP
    活跃

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

    TypeScript许可证: Apache-2.0
    • agent-harness
    • agent-observability
    • agent-plugin
    • agent-runtime
    • agent-sandbox

    github实测增长打开来源 ↗

    642GitHub 星标+2 (+0.31 %)
  17. 17

    MCP
    活跃

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

    TypeScript许可证: AGPL-3.0
    • agent
    • ai
    • dashboard
    • geopolitics
    • mcp

    github实测增长打开来源 ↗

    85 579GitHub 星标+647 (+0.76 %)
  18. 18

    MCP
    活跃

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

    TypeScript许可证: Apache-2.0
    • agent-tools
    • ai-agents
    • api-gateway
    • automation
    • cli

    github实测增长打开来源 ↗

    5 544GitHub 星标+133 (+2.5 %)
  19. 19

    MCP
    活跃

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

    TypeScript许可证: Apache-2.0
    • ai
    • ai-agents
    • cli
    • gemini
    • gemini-api

    github实测增长打开来源 ↗

    106 816GitHub 星标+76 (+0.07 %)
  20. 20

    MCP
    活跃

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

    TypeScript许可证: MIT
    • ai-agents
    • anthropic
    • claude-code
    • cli
    • code-graph

    github实测增长打开来源 ↗

    5 561GitHub 星标+462 (+9.1 %)
  21. 21

    MCP
    活跃

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

    Python许可证: MIT
    • ai-penetration-testing
    • ai-pentesting
    • ai-security
    • appsec
    • bug-bounty

    github实测增长打开来源 ↗

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

    MCP
    活跃

    Open source MCP Servers for AWS

    Python许可证: Apache-2.0
    • aws
    • mcp
    • mcp-client
    • mcp-clients
    • mcp-host

    github实测增长打开来源 ↗

    9 655GitHub 星标+8 (+0.08 %)
  23. 23

    MCP
    活跃

    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

    github估算动量打开来源 ↗

    8 032GitHub 星标—

学习与参考资源

按实测增长排序，并在不同来源间归一化。 这些资源可单独访问，不参与主要排名。

  1. 1

    ruflo

    MCP
    活跃打开来源 ↗

    🌊 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 /…

    TypeScript许可证: MIT
    • agentic-ai
    • agentic-framework
    • agentic-workflow
    • agents
    • ai-agents
    github资源实测增长
    70 503GitHub 星标+762 (+1.1 %)