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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125 entries in this view.

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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

    Compile code with thousands of compilers, inspect the assembly, and share godbolt.org links

    TypeScriptLicense: BSD-2-Clause

      mcpmeasured growthOpen source ↗

      Remote server, to be declared in the MCP configuration https://godbolt.org/mcp

      19 033GitHub stars+33 (+0.17 %)
    • 2

      MCP
      Active

      End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic.

      GoLicense: Apache-2.0

        mcpmeasured growthOpen source ↗

        Remote server, to be declared in the MCP configuration https://api.keploy.io/client/v1/mcp

        18 435GitHub starsstable
      • 3

        MCP
        Active

        Streaming music player that finds free music for you

        TypeScriptLicense: AGPL-3.0
        • agent
        • ai
        • desktop-app
        • linux
        • mac

        githubmeasured growthOpen source ↗

        18 389GitHub stars+31 (+0.17 %)
      • 4

        MCP
        Active

        20 MB lightweight cross-platform database client for 90+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具，支持…

        RustLicense: Apache-2.0
        • ai
        • cli
        • clickhouse
        • database
        • database-client

        githubmeasured growthOpen source ↗

        17 954GitHub stars+662 (+3.8 %)
      • 5

        MCP
        Active

        Query databases from AI agents using connections configured in DBX.

        ↓ 5 318 downloads/weekRustLicense: Apache-2.0

          mcpmeasured growthOpen source ↗

          Install claude mcp add dbx -- npx @dbx-app/mcp-server

          17 293GitHub starsstable
        • 6

          MCP
          Active

          This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical…

          Jupyter NotebookLicense: MIT
          • csharp
          • java
          • javascript
          • javascript-applications
          • mcp

          githubmeasured growthOpen source ↗

          17 149GitHub stars+42 (+0.25 %)
        • 7

          MCP
          Active

          MCP Toolbox for Databases enables your agent to connect to your database.

          GoLicense: Apache-2.0

            mcpmeasured growthOpen source ↗

            16 272GitHub starsstable
          • 8

            MCP
            Active

            MCP Toolbox for Databases enables your agent to connect to your database.

            GoLicense: Apache-2.0

              mcpmeasured growthOpen source ↗

              16 272GitHub starsstable
            • 9

              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 %)
            • 10

              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 %)
            • 11

              MCP
              Active

              Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.

              ↓ 64 310 downloads/weekTypeScriptLicense: MIT

                mcpmeasured growthOpen source ↗

                Install claude mcp add Figma-Context-MCP -- npx figma-developer-mcp

                15 768GitHub stars+48 (+0.31 %)
              • 12

                MCP
                Active

                ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any…

                PythonLicense: MIT
                • ai-research
                • ai-tools
                • aris
                • autonomous-agent
                • claude

                githubmeasured growthOpen source ↗

                15 698GitHub stars+300 (+1.9 %)
              • 13

                MCP
                Active

                Official OpenMetadata MCP: governed context and business semantics for AI assistants and agents.

                TypeScriptLicense: Apache-2.0

                  mcpmeasured growthOpen source ↗

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

                  15 022GitHub starsstable
                • 14

                  MCP
                  Active

                  Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

                  PythonLicense: MIT
                  • ai-tools
                  • ast-parser
                  • automation
                  • claude-ai
                  • claude-skills

                  githubmeasured growthOpen source ↗

                  14 902GitHub stars+51 (+0.34 %)
                • 15

                  MCP
                  Active

                  Manage Coder workspaces, templates, and cloud development environments

                  GoLicense: AGPL-3.0

                    mcpmeasured growthOpen source ↗

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

                    14 294GitHub starsstable
                  • 16

                    MCP
                    Active

                    Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.

                    GoLicense: Apache-2.0

                      mcpmeasured growthOpen source ↗

                      12 061GitHub starsstable
                    • 17

                      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 %)
                    • 18

                      MCP
                      Active

                      MCP server for terminal commands, file operations, and process management

                      ↓ 35 794 downloads/weekTypeScriptLicense: MIT

                        mcpmeasured growthOpen source ↗

                        Install claude mcp add desktop-commander -- npx @wonderwhy-er/desktop-commander

                        9 427GitHub starsstable
                      • 19

                        MCP
                        Active

                        Control real Android and iOS devices with LLM agents — tap, swipe, type, automate flows.

                        PythonLicense: MIT

                          mcpmeasured growthOpen source ↗

                          Remote server, to be declared in the MCP configuration https://api.mobilerun.ai/v1/mcp

                          9 145GitHub starsstable
                        • 20

                          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 %)
                        • 21

                          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 %)
                        • 22

                          MCP
                          Active

                          AI Agents Framework with Self Reflection and MCP support

                          ↓ 2 793 downloads/weekPythonLicense: MIT

                            mcpmeasured growthOpen source ↗

                            Install claude mcp add praisonai -- uvx praisonai

                            8 977GitHub starsstable
                          • 23

                            MCP
                            Active

                            Official MCP server for Kaneo: manage tasks, projects, and labels from Claude and other MCP clients

                            ↓ 104 downloads/weekTypeScriptLicense: MIT

                              mcpmeasured growthOpen source ↗

                              Install claude mcp add kaneo -- npx @kaneo/mcp

                              8 639GitHub starsstable
                            • 24

                              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
                            • 25

                              MCP
                              Active

                              Semantic search across Sui documentation and knowledge sources, powered by kapa.ai

                              RustLicense: Apache-2.0

                                mcpmeasured growthOpen source ↗

                                Remote server, to be declared in the MCP configuration https://sui.mcp.kapa.ai

                                7 740GitHub starsstable