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

    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
    • 2

      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 %)
      • 3

        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 %)
        • 4

          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 %)
        • 5

          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 %)
          • 6

            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
            • 7

              MCP
              Active

              Drive a browser you are already signed into, through the free T3rnel Browser extension.

              ↓ 419 downloads/weekJavaScriptLicense: Apache-2.0

                mcpmeasured growthOpen source ↗

                Install claude mcp add mcp-session-bridge -- npx @t3ratech/mcp-session-bridge

                2GitHub stars+2
              • 8

                MCP
                Active

                A1 Yandex KIT MCP server for the Yandex KIT e-commerce API: products, orders, discounts, webhooks.

                ↓ 58 downloads/weekJavaScriptLicense: MIT

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add mcp-yandex-kit -- npx mcp-yandex-kit

                  2GitHub stars+2
                • 9

                  MCP
                  Active

                  Türk mevzuatının resmî güncel metnini (mevzuat.gov.tr) yapay zekâya açan MCP sunucusu.

                  ↓ 48 downloads/weekPythonLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add turk-hukuku-mevzuat-mcp -- uvx turk-hukuku-mevzuat-mcp

                    2GitHub stars+2
                  • 10

                    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 %)
                  • 11

                    MCP
                    Active

                    Local SwiftUI changed/staged checks with compact agent output and multi-module ownership.

                    SwiftLicense: MIT

                      mcpmeasured growthOpen source ↗

                      2GitHub stars+1 (+100.0 %)
                    • 12

                      MCP
                      Active

                      SBB Open Data via OpenDataSoft

                      PythonLicense: MIT

                        mcpmeasured growthOpen source ↗

                        Install claude mcp add sbb-opendata-mcp -- uvx sbb-opendata-mcp

                        2GitHub stars+1 (+100.0 %)
                      • 13

                        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 %)
                        • 14

                          MCP
                          Active

                          Evidence-backed Linux performance triage over MCP

                          RustLicense: Apache-2.0

                            mcpmeasured growthOpen source ↗

                            2GitHub stars+1 (+100.0 %)
                          • 15

                            MCP
                            Active

                            Local daemon giving AI agents named locks, shared state, events, and a task queue over MCP.

                            GoLicense: MIT

                              mcpmeasured growthOpen source ↗

                              2GitHub stars+1 (+100.0 %)
                            • 16

                              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 %)
                              • 17

                                MCP
                                Active

                                LibreTranslate MCP — open-source machine translation (BYO endpoint)

                                TypeScriptLicense: MIT

                                  mcpmeasured growthOpen source ↗

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

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

                                  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 %)
                                • 19

                                  MCP
                                  Dormant

                                  Minimal MCP server for downloading Gmail attachments to disk. Read-only OAuth by default.

                                  PythonLicense: MIT

                                    mcpmeasured growthOpen source ↗

                                    Install claude mcp add gmail-attachments-mcp -- uvx gmail-attachments-mcp

                                    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

                                      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 %)
                                      • 22

                                        Skill
                                        Dormant

                                        Hierarchical codebase navigation skill for Claude Code / AI coding agents. Generates per-directory CODEMAP.md index files with structure summaries, key exports with source annotations, and large file deep analysis.

                                        License: MIT
                                        • ai-agent
                                        • ai-coding
                                        • claude-code
                                        • claude-code-skills
                                        • claude-skill

                                        githubmeasured growthOpen source ↗

                                        Install git clone https://github.com/htdxd/codemap-skill ~/.claude/skills/codemap-skill

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

                                        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 %)
                                        • 24

                                          Skill
                                          Active

                                          AI PLC programming and headless TIA Portal automation. Let an AI agent program for you — 240+ CLI verbs over the Siemens Openness API, JSON in and out, dry-run by default. Offline and on-premise, no cloud copilot. S7-1500, S7-1200, SCL,…

                                          • agent-skills
                                          • agentic-ai
                                          • claude
                                          • claude-code
                                          • claude-code-skill

                                          githubmeasured growthOpen source ↗

                                          Install git clone https://github.com/Codyte/Tia-Portal-CLI ~/.claude/skills/Tia-Portal-CLI

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

                                          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 %)