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, 20 are increasing, 0 are stable, and 0 are declining. ponytail has the largest measured increase: +12175 GitHub stars. These movements describe only changes in metrics collected over the period.

Measured period: 2026-09-02 to 2026-09-09

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

    Everything plus the kitchen sink for Microsoft Word: 219 document ops, one grammar, tiered loading.

    PythonLicense: AGPL-3.0

      mcpmeasured growthOpen source ↗

      Install claude mcp add kitchensink4word -- uvx kitchensink4word

      5GitHub stars+5
    • 2

      MCP
      Active

      Persistent file-based memory for AI agents: inspectable, versionable, fully local.

      ↓ 518 downloads/weekTypeScriptLicense: MIT

        mcpmeasured growthOpen source ↗

        Install claude mcp add crbro-memory -- npx crbro-memory

        5GitHub stars+5
      • 3

        MCP
        Active

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

        TypeScriptLicense: MIT

          mcpmeasured growthOpen source ↗

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

          4GitHub stars+4
        • 4

          MCP
          Active

          Local-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools.

          ↓ 42 downloads/weekTypeScriptLicense: NOASSERTION

            mcpmeasured growthOpen source ↗

            Install claude mcp add neurakeep -- npx neurakeep

            6GitHub stars+3 (+100.0 %)
          • 5

            Skill
            Active

            Agent Skills for browser fingerprint testing: run liarjs from Claude Code, Codex, Cursor or Copilot to score a browser against itself - 40 consistency checks over canvas, WebGL, WebGPU, audio, fonts and WebRTC, cross-checked against the…

            License: MIT
            • agent-skills
            • anti-detection
            • bot-detection
            • browser-fingerprinting
            • cdp

            githubmeasured growthOpen source ↗

            Install git clone https://github.com/liarjsdev/liarjs-skills ~/.claude/skills/liarjs-skills

            5GitHub stars+3 (+150.0 %)
          • 6

            MCP
            Active

            Global weather via Open-Meteo: forecast, ERA5 archive, marine, air quality, geocoding, elevation.

            TypeScriptLicense: Apache-2.0

              mcpmeasured growthOpen source ↗

              Install claude mcp add open-meteo-mcp-server -- npx @cyanheads/open-meteo-mcp-server

              5GitHub stars+3 (+150.0 %)
            • 7

              MCP
              Active

              MCP server for Unity: 130+ tools, Unity 6 skills, AI/ML discovery. No Editor.

              TypeScript

                mcpmeasured growthOpen source ↗

                Install claude mcp add unity-mcp-server -- npx unity-mcp-server

                5GitHub stars+3 (+150.0 %)
              • 8

                MCP
                Active

                Read, search, draft, send, and organize email through Gmail, Outlook, and IMAP/SMTP mailboxes.

                ↓ 204 downloads/weekTypeScriptLicense: NOASSERTION

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add fluxmail -- npx fluxmail

                  5GitHub stars+3 (+150.0 %)
                • 9

                  MCP
                  Active

                  Your real mailbox and calendar for your agent (M365/IMAP); a human approves every send.

                  ↓ 130 downloads/weekPythonLicense: AGPL-3.0

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add gigamail -- uvx gigamail

                    5GitHub stars+3 (+150.0 %)
                  • 10

                    MCP
                    Active

                    Create and edit images, videos, and audio through Magic Hour's hosted Streamable HTTP MCP server.

                    Python

                      mcpmeasured growthOpen source ↗

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

                      5GitHub stars+3 (+150.0 %)
                    • 11

                      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 %)
                      • 12

                        MCP
                        Active

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

                        JavaScriptLicense: MIT

                          mcpmeasured growthOpen source ↗

                          4GitHub stars+3 (+300.0 %)
                        • 13

                          MCP
                          Active

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

                          TypeScriptLicense: Apache-2.0

                            mcpmeasured growthOpen source ↗

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

                            3GitHub stars+3
                          • 14

                            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 %)
                            • 15

                              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 %)
                              • 16

                                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 %)
                                • 17

                                  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 %)
                                  • 18

                                    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 %)
                                    • 19

                                      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 %)
                                      • 20

                                        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 %)
                                      • 21

                                        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 %)
                                        • 22

                                          MCP
                                          Active

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

                                          PythonLicense: MIT

                                            mcpmeasured growthOpen source ↗

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

                                            3GitHub stars+2 (+200.0 %)
                                          • 23

                                            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 %)
                                            • 24

                                              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 %)
                                              • 25

                                                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 %)