Agents, skills and MCP radar: tools and trends

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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What’s changing

Of 20 comparable tools in Agents, skills et MCP, 3 are increasing, 15 are stable, and 2 are declining. OpenTrain has the largest measured increase: +1070 downloads over 7 days. The largest decline is for Respira WordPress MCP: -1178 downloads over 7 days. Measurements are unchanged for AWS MCP Server, AWS MCP Server, Amazon EKS MCP Server. These movements describe only changes in metrics collected over the period.

Measured period: 2026-09-04 to 2026-09-10

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
    Active

    Local code graph for TypeScript, Python and Swift: who calls this, what breaks if I change it.

    ↓ 103 downloads/weekTypeScriptLicense: Apache-2.0

      mcpmeasured growthOpen source ↗

      Install claude mcp add sonde -- npx @cheppulabs/sonde

      3GitHub stars+3
    • 2

      MCP
      Active

      Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.

      ↓ 116 downloads/weekTypeScriptLicense: Apache-2.0

        mcpmeasured growthOpen source ↗

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

        3GitHub stars+2 (+200.0 %)
      • 3

        MCP
        Active

        Full 2Captcha API (43 tools) for Claude Code: 31 captcha solvers + management + webhook.

        ↓ 17 downloads/weekPythonLicense: MIT

          mcpmeasured growthOpen source ↗

          Install claude mcp add twocaptcha-mcp -- uvx twocaptcha-mcp

          3GitHub stars+2 (+200.0 %)
        • 4

          MCP
          Active

          Cross-agent memory your users own, plus one-step doc publishing. Free with a Gryz account.

          ShellLicense: MIT

            mcpmeasured growthOpen source ↗

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

            2GitHub stars+2
          • 5

            MCP
            Active

            Drive a browser you are already signed into, through the free T3rnel Browser extension.

            ↓ 419 downloads/weekJavaScriptLicense: Apache-2.0

              mcpmeasured growthOpen source ↗

              Install claude mcp add mcp-session-bridge -- npx @t3ratech/mcp-session-bridge

              2GitHub stars+2
            • 6

              MCP
              Active

              A1 Yandex KIT MCP server for the Yandex KIT e-commerce API: products, orders, discounts, webhooks.

              ↓ 58 downloads/weekJavaScriptLicense: MIT

                mcpmeasured growthOpen source ↗

                Install claude mcp add mcp-yandex-kit -- npx mcp-yandex-kit

                2GitHub stars+2
              • 7

                MCP
                Active

                Adaptive AI training coach MCP server backed by Garmin Connect

                ↓ 18 downloads/weekPythonLicense: MIT

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add coach-mcp -- uvx garmin-coach-mcp

                  2GitHub stars+2
                • 8

                  MCP
                  Active

                  Türk mevzuatının resmî güncel metnini (mevzuat.gov.tr) yapay zekâya açan MCP sunucusu.

                  ↓ 48 downloads/weekPythonLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add turk-hukuku-mevzuat-mcp -- uvx turk-hukuku-mevzuat-mcp

                    2GitHub stars+2
                  • 9

                    MCP
                    Active

                    A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.

                    PythonLicense: MIT

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add computer-use-omni -- uvx computer-use-omni

                      2GitHub stars+1 (+100.0 %)
                    • 10

                      MCP
                      Active

                      Read-only access to the Islam West Africa Collection via Hugging Face datasets.

                      TypeScriptLicense: MIT

                        mcpmeasured growthOpen source ↗

                        Remote server, to be declared in the MCP configuration https://islam.zmo.de/mcp/

                        2GitHub stars+1 (+100.0 %)
                      • 11

                        MCP
                        Active

                        Local daemon giving AI agents named locks, shared state, events, and a task queue over MCP.

                        GoLicense: MIT

                          mcpmeasured growthOpen source ↗

                          2GitHub stars+1 (+100.0 %)
                        • 12

                          MCP
                          Active

                          Garmin data in Claude & ChatGPT via the Garmin Health API. OAuth sign-in, no password sharing.

                          License: MIT

                            mcpmeasured growthOpen source ↗

                            Remote server, to be declared in the MCP configuration https://garmin-mcp-nuqd.onrender.com/mcp

                            2GitHub stars+1 (+100.0 %)
                          • 13

                            Other
                            Active

                            Open-source enterprise AI agent platform for centrally governing agents, tools, memory, RAG, approvals, and durable workflows with FastAPI, LangGraph, LangChain, and LangSmith.

                            Python
                            • a2a-protocol
                            • agent-orchestration
                            • agent-platform
                            • agentic-ai
                            • ai-agents

                            githubmeasured growthOpen source ↗

                            2GitHub stars+1 (+100.0 %)
                          • 14

                            MCP
                            Active

                            A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.

                            PythonLicense: MIT

                              mcpmeasured growthOpen source ↗

                              Install claude mcp add omni-computer-use -- uvx omni-computer-use-mcp

                              2GitHub stars+1 (+100.0 %)
                            • 15

                              MCP
                              Active

                              Publish HTML as a tracked link and see who opened it and which sections they read.

                              TypeScriptLicense: AGPL-3.0

                                mcpmeasured growthOpen source ↗

                                Install claude mcp add share -- npx htmlradar-mcp

                                2GitHub stars+1 (+100.0 %)
                              • 16

                                MCP
                                Active

                                Evidence-backed Linux performance triage over MCP

                                RustLicense: Apache-2.0

                                  mcpmeasured growthOpen source ↗

                                  2GitHub stars+1 (+100.0 %)
                                • 17

                                  MCP
                                  Active

                                  KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH

                                  PythonLicense: MIT

                                    mcpmeasured growthOpen source ↗

                                    2GitHub stars+1 (+100.0 %)
                                  • 18

                                    MCP
                                    Active

                                    SBB Open Data via OpenDataSoft

                                    PythonLicense: MIT

                                      mcpmeasured growthOpen source ↗

                                      Install claude mcp add sbb-opendata-mcp -- uvx sbb-opendata-mcp

                                      2GitHub stars+1 (+100.0 %)
                                    • 19

                                      Skill
                                      Dormant

                                      Hierarchical codebase navigation skill for Claude Code / AI coding agents. Generates per-directory CODEMAP.md index files with structure summaries, key exports with source annotations, and large file deep analysis.

                                      License: MIT
                                      • ai-agent
                                      • ai-coding
                                      • claude-code
                                      • claude-code-skills
                                      • claude-skill

                                      githubmeasured growthOpen source ↗

                                      Install git clone https://github.com/htdxd/codemap-skill ~/.claude/skills/codemap-skill

                                      2GitHub stars+1 (+100.0 %)
                                    • 20

                                      MCP
                                      Active

                                      Forensic scheduling MCP for Primavera P6 (XER): AACE windows, DCMA-14, Monte Carlo, TIA.

                                      JavaScriptLicense: MIT

                                        mcpmeasured growthOpen source ↗

                                        Remote server, to be declared in the MCP configuration https://mcp.criticalpathpartners.ca/mcp

                                        2GitHub stars+1 (+100.0 %)
                                      • 21

                                        MCP
                                        Active

                                        Local Power BI authoring for AI agents: edit .pbix, semantic model, report, and Power Query.

                                        C#License: NOASSERTION

                                          mcpmeasured growthOpen source ↗

                                          Install claude mcp add powerbi-pbix-mcp -- npx powerbi-pbix-mcp

                                          2GitHub stars+1 (+100.0 %)
                                        • 22

                                          MCP
                                          Active

                                          Project knowledge graph with history-checked belief staleness, changeset proposals, cost reporting

                                          RustLicense: MIT

                                            mcpmeasured growthOpen source ↗

                                            2GitHub stars+1 (+100.0 %)
                                          • 23

                                            MCP
                                            Active

                                            Victoria and Albert Museum (V&A) Collections MCP.

                                            TypeScriptLicense: MIT

                                              mcpmeasured growthOpen source ↗

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

                                              2GitHub stars+1 (+100.0 %)
                                            • 24

                                              MCP
                                              Active

                                              Connects coding agents to a running QuestDB Web Console: notebook cells, SQL queries, and charts.

                                              TypeScriptLicense: Apache-2.0

                                                mcpmeasured growthOpen source ↗

                                                Install claude mcp add mcp-server-questdb -- npx @questdb/mcp-server-questdb

                                                2GitHub stars+1 (+100.0 %)
                                              • 25

                                                MCP
                                                Active

                                                KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH

                                                PythonLicense: MIT

                                                  mcpmeasured growthOpen source ↗

                                                  2GitHub stars+1 (+100.0 %)