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

      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

        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 %)
        • 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

            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 %)
            • 6

              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 %)
            • 7

              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 %)
              • 8

                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 %)
                • 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

                  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

                    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 %)
                    • 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

                      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 %)
                      • 14

                        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
                        • 15

                          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 %)
                          • 16

                            MCP
                            Active

                            Governs what AI agents do: tool calls, SQL, commands, files checked against policy before they run.

                            TypeScriptLicense: Apache-2.0

                              mcpmeasured growthOpen source ↗

                              Install claude mcp add shrike-mcp -- npx shrike-mcp

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

                              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 %)
                            • 18

                              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 %)
                              • 19

                                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 %)
                              • 20

                                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 %)
                                • 21

                                  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 %)
                                  • 22

                                    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 %)
                                    • 23

                                      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 %)
                                      • 24

                                        MCP
                                        Active

                                        Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor

                                        JavaScriptLicense: MIT

                                          mcpmeasured growthOpen source ↗

                                          Install claude mcp add th-memory-mcp -- npx th-memory-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 %)