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

      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
      • 3

        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 %)
        • 4

          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 %)
          • 5

            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 %)
            • 6

              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 %)
              • 7

                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 %)
              • 8

                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 %)
              • 9

                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 %)
                • 10

                  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 %)
                  • 11

                    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 %)
                  • 12

                    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 %)
                    • 13

                      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 %)
                      • 14

                        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 %)
                        • 15

                          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
                          • 16

                            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 %)
                          • 17

                            MCP
                            Active

                            Self-hosted MCP server: Telegram userbot control (Telethon) via HTTP and MCP.

                            PythonLicense: WTFPL

                              mcpmeasured growthOpen source ↗

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

                              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 %)
                              • 19

                                MCP
                                Active

                                Generate AI images, video, music, and sound effects, and upscale them, from any MCP client.

                                License: MIT

                                  mcpmeasured growthOpen source ↗

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

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

                                  MCP
                                  Active

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

                                  JavaScriptLicense: MIT

                                    mcpmeasured growthOpen source ↗

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

                                    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 %)
                                    • 22

                                      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 %)
                                      • 23

                                        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 %)
                                        • 24

                                          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 %)
                                          • 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 %)