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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119 entries in this view.

Tool ranking

Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. 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 181GitHub stars+539 (+0.27 %)
  2. 2

    MCP
    Active

    Control a real Chrome browser to complete any task: fill forms, extract data, book flights.

    ↓ 15 563 370 downloads/weekPythonLicense: MIT

      mcpmeasured growthOpen source ↗

      Install claude mcp add browser-use -- uvx browser-use

      111 088GitHub starsstable
    • 3

      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 %)
    • 4

      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 %)
    • 5

      MCP
      Active

      Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 74 tools.

      TypeScriptLicense: AGPL-3.0

        mcpmeasured growthOpen source ↗

        Remote server, to be declared in the MCP configuration https://worldmonitor.app/mcp

        84 401GitHub starsstable
      • 6

        MCP
        Active

        Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

        GoLicense: GPL-3.0

          mcpmeasured growthOpen source ↗

          Remote server, to be declared in the MCP configuration https://app.netdata.cloud/api/v1/mcp

          80 342GitHub stars+96 (+0.12 %)
        • 7

          MCP
          Active

          Trending hip-hop artist momentum scores across four cultural dimensions.

          TypeScriptLicense: MIT

            mcpmeasured growthOpen source ↗

            Remote server, to be declared in the MCP configuration https://labelhead-mcp-public-production.up.railway.app/mcp

            79 449GitHub starsstable
          • 8

            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 %)
          • 9

            MCP
            Active

            Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

            ↓ 200 076 downloads/weekPythonLicense: BSD-3-Clause

              mcpmeasured growthOpen source ↗

              Install claude mcp add Scrapling -- uvx scrapling

              76 668GitHub starsstable
            • 10

              MCP
              Active

              AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

              ↓ 15 656 downloads/weekTypeScriptLicense: MIT

                mcpmeasured growthOpen source ↗

                Install claude mcp add claude-flow -- npx claude-flow

                69 659GitHub stars+1 143 (+1.7 %)
              • 11

                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 %)
              • 12

                MCP
                Active

                Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

                TypeScriptLicense: MIT
                • llm
                • mcp
                • mcp-server
                • vibe-coding

                githubmeasured growthOpen source ↗

                61 497GitHub stars+183 (+0.30 %)
              • 13

                MCP
                Active

                Up-to-date code docs for any prompt

                ↓ 660 639 downloads/weekTypeScriptLicense: MIT

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add context7 -- npx @upstash/context7-mcp

                  61 357GitHub stars+328 (+0.54 %)
                • 14

                  MCP
                  Active

                  Chrome DevTools for coding agents

                  TypeScriptLicense: Apache-2.0
                  • browser
                  • chrome
                  • chrome-devtools
                  • debugging
                  • devtools

                  githubmeasured growthOpen source ↗

                  50 436GitHub stars+601 (+1.2 %)
                • 15

                  MCP
                  Active

                  Draw and visually collaborate with your agents on tldraw's canvas.

                  TypeScriptLicense: NOASSERTION

                    mcpmeasured growthOpen source ↗

                    Remote server, to be declared in the MCP configuration https://tldraw-mcp-app.tldraw.workers.dev/mcp

                    50 016GitHub stars+134 (+0.27 %)
                  • 16

                    MCP
                    Active

                    MCP server for Chrome DevTools

                    ↓ 1 960 953 downloads/weekTypeScriptLicense: Apache-2.0

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add chrome-devtools-mcp -- npx chrome-devtools-mcp

                      49 770GitHub starsstable
                    • 17

                      MCP
                      Active

                      Lets AI clients search, explore, query, and visualize data in a Metabase instance.

                      ClojureLicense: NOASSERTION

                        mcpmeasured growthOpen source ↗

                        Remote server, to be declared in the MCP configuration https://{metabase_host}/api/mcp

                        48 981GitHub stars+122 (+0.25 %)
                      • 18

                        MCP
                        Active

                        Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

                        PythonLicense: MIT
                        • agent-framework
                        • ai-agent
                        • ai-agents
                        • chatbot
                        • chatops

                        githubmeasured growthOpen source ↗

                        47 625GitHub stars+151 (+0.32 %)
                      • 19

                        MCP
                        Active

                        Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more

                        TypeScriptLicense: AGPL-3.0

                          mcpmeasured growthOpen source ↗

                          Remote server, to be declared in the MCP configuration https://mcp.puter.com/

                          43 271GitHub starsstable
                        • 20

                          MCP
                          Active

                          A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!

                          TypeScriptLicense: MIT
                          • agent-skills
                          • ai
                          • dsh-plugin
                          • hacktoberfest
                          • javascript

                          githubmeasured growthOpen source ↗

                          42 066GitHub stars+216 (+0.52 %)
                        • 21

                          MCP
                          Active

                          Free open-source resume builder with remote MCP tools for resumes and job applications.

                          TypeScriptLicense: MIT

                            mcpmeasured growthOpen source ↗

                            Remote server, to be declared in the MCP configuration https://rxresu.me/mcp

                            41 896GitHub stars+561 (+1.4 %)
                          • 22

                            MCP
                            Active

                            High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

                            CLicense: MIT
                            • aider
                            • ast
                            • claude-code
                            • code-analysis
                            • code-intelligence

                            githubmeasured growthOpen source ↗

                            41 744GitHub stars+836 (+2.0 %)
                          • 23

                            MCP
                            Active

                            Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

                            ↓ 5 893 downloads/weekCLicense: MIT

                              mcpmeasured growthOpen source ↗

                              Install claude mcp add codebase-memory-mcp -- npx codebase-memory-mcp

                              40 786GitHub starsstable

                            Learning resources

                            Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. These resources remain available separately and do not take part in the main tool ranking.

                            1. 1

                              awesome-mcp-servers

                              MCP
                              ActiveOpen source ↗

                              A collection of MCP servers.

                              License: MIT
                              • ai
                              • mcp
                              githubResourcemeasured growth
                              93 731GitHub stars+835 (+0.90 %)
                            2. 2

                              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 %)