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

    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

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

      JavaScriptLicense: MIT

        mcpmeasured growthOpen source ↗

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

        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 %)
        • 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

                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 %)
                • 8

                  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 %)
                  • 9

                    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 %)
                    • 10

                      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 %)
                    • 11

                      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 %)
                      • 12

                        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 %)
                      • 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

                          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 %)
                          • 16

                            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 %)
                            • 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

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

                                PythonLicense: MIT

                                  mcpmeasured growthOpen source ↗

                                  2GitHub stars+1 (+100.0 %)
                                • 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

                                    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 %)
                                    • 21

                                      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 %)
                                      • 22

                                        Skill
                                        Active

                                        Steve Polito's Agent Skills

                                        HTML
                                        • agent-skills
                                        • claude-code-skills
                                        • claude-skills
                                        • skills

                                        githubmeasured growthOpen source ↗

                                        Install git clone https://github.com/stevepolitodesign/skills ~/.claude/skills/skills

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

                                        MCP
                                        Active

                                        Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), and Windows via MCP.

                                        TypeScriptLicense: Apache-2.0

                                          mcpmeasured growthOpen source ↗

                                          Install claude mcp add clipboard-mcp-server -- npx @cyanheads/clipboard-mcp-server

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

                                          Skill
                                          Active

                                          Flutter UI/UX design skill for Claude Code, Cursor & AI coding agents. Material 3 theming, dark mode, animations, anti-patterns - make Flutter apps look designed, not defaulted.

                                          ShellLicense: MIT
                                          • ai-agents
                                          • claude-code
                                          • claude-skills
                                          • cursor-rules
                                          • dart

                                          githubmeasured growthOpen source ↗

                                          Install git clone https://github.com/parasvishwa/beautify-flutter ~/.claude/skills/beautify-flutter

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

                                          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 %)