Agents, skills and MCP radar: MCP servers

Momentum based on available 7-day snapshots for Agents, skills and MCP: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.

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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
    Dormant

    Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.

    PythonLicense: MIT

      mcpmeasured growthOpen source ↗

      Install claude mcp add spark-sql-mcp-server -- uvx spark-sql-mcp-server

      1GitHub stars+1
    • 2

      MCP
      Active

      Art MCP — Metropolitan Museum of Art Collection API (free, no auth)

      TypeScriptLicense: MIT

        mcpmeasured growthOpen source ↗

        Remote server, to be declared in the MCP configuration https://gateway.pipeworx.io/art/mcp

        1GitHub stars+1
      • 3

        MCP
        Active

        An artifact manager for system specifications.

        ↓ 980 downloads/weekPythonLicense: AGPL-3.0

          mcpmeasured growthOpen source ↗

          Install claude mcp add biz-dfch-specmgr -- uvx biz-dfch-specmgr

          1GitHub stars+1
        • 4

          MCP
          Active

          Amtrak MCP — live Amtrak train tracking via the community Amtraker API

          TypeScriptLicense: MIT

            mcpmeasured growthOpen source ↗

            Remote server, to be declared in the MCP configuration https://gateway.pipeworx.io/amtrak/mcp

            1GitHub stars+1
          • 5

            MCP
            Active

            Estonian Business Register: companies, people, beneficial owners, trademarks. Free, no API key.

            License: MIT

              mcpmeasured growthOpen source ↗

              Remote server, to be declared in the MCP configuration https://nimistu.ee/api/mcp

              1GitHub stars+1
            • 6

              MCP
              Active

              Hosted markdown project wikis your team's AI assistants read, search, and update over MCP.

              JavaScriptLicense: NOASSERTION

                mcpmeasured growthOpen source ↗

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

                1GitHub stars+1
              • 7

                MCP
                Active

                An artifact manager for system specifications.

                ↓ 980 downloads/weekPythonLicense: AGPL-3.0

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add biz.dfch.specmgr -- uvx biz-dfch-specmgr

                  1GitHub stars+1
                • 8

                  MCP
                  Active

                  Bhagavad Gita MCP — Hindu scripture / Vedic text.

                  TypeScriptLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Remote server, to be declared in the MCP configuration https://gateway.pipeworx.io/bhagavad-gita/mcp

                    1GitHub stars+1
                  • 9

                    MCP
                    Active

                    AI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images

                    License: MIT

                      mcpmeasured growthOpen source ↗

                      Remote server, to be declared in the MCP configuration https://codepic.cc/api/mcp/mcp

                      1GitHub stars+1
                    • 10

                      MCP
                      Active

                      A real timeline video editor for AI agents: journaled edits, FFmpeg/MLT rendering, exports

                      PythonLicense: MIT

                        mcpmeasured growthOpen source ↗

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

                        1GitHub stars+1
                      • 11

                        MCP
                        Active

                        Gutendex MCP — wraps Gutendex API for Project Gutenberg books (free, no auth)

                        TypeScriptLicense: MIT

                          mcpmeasured growthOpen source ↗

                          Remote server, to be declared in the MCP configuration https://gateway.pipeworx.io/gutendex/mcp

                          1GitHub stars+1
                        • 12

                          MCP
                          Active

                          Scan any website or MCP server for agent-trust-readiness; returns a signed, verifiable scorecard.

                          mcpmeasured growthOpen source ↗

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

                          1GitHub stars+1
                        • 13

                          MCP
                          Active

                          Dictionary MCP — wraps Free Dictionary API (free, no auth)

                          TypeScriptLicense: MIT

                            mcpmeasured growthOpen source ↗

                            Remote server, to be declared in the MCP configuration https://gateway.pipeworx.io/dictionary/mcp

                            1GitHub stars+1
                          • 14

                            MCP
                            Active

                            Firecrawl MCP — wraps the Firecrawl API (firecrawl.dev) for web

                            TypeScriptLicense: MIT

                              mcpmeasured growthOpen source ↗

                              Remote server, to be declared in the MCP configuration https://gateway.pipeworx.io/firecrawl/mcp

                              1GitHub stars+1
                            • 15

                              MCP
                              Active

                              EU Funding & Tenders Portal (SEDIA search API) MCP.

                              TypeScriptLicense: MIT

                                mcpmeasured growthOpen source ↗

                                Remote server, to be declared in the MCP configuration https://gateway.pipeworx.io/eu-funding-tenders/mcp

                                1GitHub stars+1
                              • 16

                                MCP
                                Active

                                Track what 1,000+ VCs follow on X to surface startups before their round. Signal for AI agents.

                                ↓ 152 downloads/weekJavaScriptLicense: MIT

                                  mcpmeasured growthOpen source ↗

                                  Install claude mcp add frontrun-mcp-server -- npx frontrun-mcp-server

                                  1GitHub stars+1
                                • 17

                                  MCP
                                  Active

                                  High-entropy alloy and oxide descriptors, phase rules, corpus, properties, and design tools.

                                  ↓ 535 downloads/weekPythonLicense: MIT

                                    mcpmeasured growthOpen source ↗

                                    Install claude mcp add hea-bench -- uvx hea-bench

                                    1GitHub stars+1
                                  • 18

                                    MCP
                                    Active

                                    Local-first MCP server for task tracking and coordination of autonomous AI coding agents.

                                    ↓ 135 downloads/weekGoLicense: Apache-2.0

                                      mcpmeasured growthOpen source ↗

                                      Install claude mcp add rhizome-mcp -- npx rhizome-mcp

                                      1GitHub stars+1
                                    • 19

                                      MCP
                                      Active

                                      Local multi-client RAG server over the Model Context Protocol.

                                      ↓ 468 downloads/weekPythonLicense: Apache-2.0

                                        mcpmeasured growthOpen source ↗

                                        Install claude mcp add cortex -- uvx cortex-local-rag

                                        1GitHub stars+1
                                      • 20

                                        MCP
                                        Active

                                        AI Agent Firewall. Enforce signed authority before consequential actions. Free API key required.

                                        ↓ 373 downloads/weekJavaScriptLicense: Apache-2.0

                                          mcpmeasured growthOpen source ↗

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

                                          1GitHub stars+1
                                        • 21

                                          MCP
                                          Active

                                          Connect your AI assistant to YNAB. Read-only by default, with reversible opt-in writes.

                                          ↓ 338 downloads/weekPythonLicense: Apache-2.0

                                            mcpmeasured growthOpen source ↗

                                            Install claude mcp add mcp-server-for-ynab -- uvx mcp-server-for-ynab

                                            1GitHub stars+1
                                          • 22

                                            MCP
                                            Active

                                            AI video clipping MCP: long videos and podcasts into scored, captioned 9:16 shorts.

                                            ↓ 260 downloads/weekJavaScriptLicense: MIT

                                              mcpmeasured growthOpen source ↗

                                              Install claude mcp add katto-mcp -- npx katto-mcp

                                              1GitHub stars+1
                                            • 23

                                              MCP
                                              Active

                                              Government tender search for AI agents. UK, EU and US procurement opportunities.

                                              ↓ 139 downloads/weekJavaScriptLicense: MIT

                                                mcpmeasured growthOpen source ↗

                                                Install claude mcp add tender-mcp -- npx tender-mcp

                                                1GitHub stars+1
                                              • 24

                                                MCP
                                                Active

                                                CUDA-Q docs, API reference, and runnable examples for AI agents, pinned to your installed version.

                                                ↓ 206 downloads/weekPythonLicense: Apache-2.0

                                                  mcpmeasured growthOpen source ↗

                                                  Install claude mcp add cudaq-docs-mcp -- uvx cudaq-docs-mcp

                                                  1GitHub stars+1
                                                • 25

                                                  MCP
                                                  Active

                                                  Amazon product search returning paste-ready affiliate deal rows for your blog

                                                  ↓ 25 downloads/weekTypeScriptLicense: MIT

                                                    mcpmeasured growthOpen source ↗

                                                    Install claude mcp add amazon-creators -- npx @houtini/amazon-creators-mcp

                                                    1GitHub stars+1