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.

Radar filters

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

    Manage social media DMs and scheduled posts from your AI assistant, across 12 platforms.

    ↓ 51 downloads/weekTypeScriptLicense: MIT

      mcpmeasured growthOpen source ↗

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

      4GitHub stars+4
    • 2

      MCP
      Active

      Privacy-first, unofficial Fitbit MCP server for AI health, sleep, activity and heart-rate agents.

      TypeScriptLicense: MIT

        mcpmeasured growthOpen source ↗

        Install claude mcp add fitbitmcp -- npx fitbit-mcp-unofficial

        4GitHub stars+3 (+300.0 %)
      • 3

        MCP
        Active

        Evidence-bound REW measurement, analysis, conservative EQ, DSP, and listening-test tools.

        JavaScriptLicense: MIT

          mcpmeasured growthOpen source ↗

          4GitHub stars+3 (+300.0 %)
        • 4

          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
          • 5

            MCP
            Active

            Self-hosted MCP server for unified IMAP/SMTP mailbox access: read, list, and send email.

            PythonLicense: WTFPL

              mcpmeasured growthOpen source ↗

              4GitHub stars+2 (+100.0 %)
            • 6

              MCP
              Active

              MCP gateway federating 22 biomedical MCP servers behind one endpoint: gnomAD, ClinVar, HPO, VEP.

              PythonLicense: MIT

                mcpmeasured growthOpen source ↗

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

                4GitHub stars+2 (+100.0 %)
              • 7

                MCP
                Active

                Photoshop MCP server: natural-language AI photo editing with your own Photoshop. AI orchestration.

                ↓ 93 downloads/weekTypeScriptLicense: NOASSERTION

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add editmamei -- npx editmamei

                  4GitHub stars+2 (+100.0 %)
                • 8

                  MCP
                  Active

                  Homebox home inventory: search, intake, warranties, attachments, locations, tags, QR labels

                  ↓ 57 downloads/weekPythonLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add homebox-mcp -- uvx homebox-mcp

                    4GitHub stars+2 (+100.0 %)
                  • 9

                    Agent
                    Active

                    Orchestrate a team of AI coding agents on your desktop — a router-leader delegates to workers over a local MCP tunnel (A2A), with git-worktree isolation and merge-back, in a Tauri v2 IDE surface.

                    RustLicense: MIT
                    • a2a
                    • agent-orchestration
                    • ai-agents
                    • developer-tools
                    • mcp

                    githubmeasured growthOpen source ↗

                    3GitHub stars+2 (+200.0 %)
                  • 10

                    MCP
                    Active

                    MCP server for managing Modal apps, containers, volumes, and secrets.

                    PythonLicense: MIT

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add mcp-modal -- uvx mcp-modal

                      3GitHub stars+2 (+200.0 %)
                    • 11

                      Agent
                      Active

                      Local workspaces for independent agent sessions: useful peer messages, opt-in Pi wakeups, and portable checkpoints.

                      JavaScriptLicense: Apache-2.0
                      • a2a
                      • acp
                      • agent-coordination
                      • agent-harness
                      • agent-orchestration

                      githubmeasured growthOpen source ↗

                      3GitHub stars+2 (+200.0 %)
                    • 12

                      MCP
                      Active

                      Structural code intelligence over MCP: symbols, callers, imports and blast radius, 40+ languages.

                      ZigLicense: MIT

                        mcpmeasured growthOpen source ↗

                        Install claude mcp add codeindex -- npx @munhq/codeindex

                        3GitHub stars+2 (+200.0 %)
                      • 13

                        Agent
                        Active

                        Generic DeepSeek Harness (dsh) plugins: A2A protocol server, session storage mirror, and Langfuse observability.

                        TypeScriptLicense: MIT
                        • agent2agent
                        • ai-agents
                        • cordis
                        • deepseek-harness
                        • dsh

                        githubmeasured growthOpen source ↗

                        3GitHub stars+2 (+200.0 %)
                      • 14

                        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 %)
                        • 15

                          MCP
                          Active

                          Read Proton Mail, extract bounded attachment text, and create explicitly confirmed drafts.

                          PythonLicense: MIT

                            mcpmeasured growthOpen source ↗

                            Install claude mcp add proton-safe-mcp -- uvx proton-safe-mcp

                            3GitHub stars+2 (+200.0 %)
                          • 16

                            MCP
                            Active

                            Control Krita through a secure local MCP server and authenticated Windows bridge.

                            PythonLicense: MIT

                              mcpmeasured growthOpen source ↗

                              Install claude mcp add krita-codex-mcp -- uvx krita-codex-mcp

                              3GitHub stars+2 (+200.0 %)
                            • 17

                              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 %)
                              • 18

                                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
                                • 19

                                  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 %)
                                  • 20

                                    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 %)
                                    • 21

                                      MCP
                                      Active

                                      Unofficial guarded A1 Evo AcoustiX, REW, and Denon/Marantz calibration tools.

                                      JavaScriptLicense: MIT

                                        mcpmeasured growthOpen source ↗

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

                                        Agent
                                        Dormant

                                        A zero-friction FastAPI plugin that turns any existing app into a fully compliant Agent-to-Agent (A2A) node — expose your routes as discoverable skills and delegate tasks to remote agents with a single decorator.

                                        PythonLicense: MIT
                                        • a2a-protocol
                                        • agent-to-agent
                                        • ai-agents
                                        • asyncio
                                        • fastapi

                                        githubmeasured growthOpen source ↗

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

                                        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 %)
                                        • 24

                                          MCP
                                          Active

                                          Harvard Art Museums MCP.

                                          TypeScriptLicense: MIT

                                            mcpmeasured growthOpen source ↗

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

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

                                            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 %)