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. ECC has the largest measured increase: +6781 GitHub stars. These movements describe only changes in metrics collected over the period.

Measured period: 2026-08-31 to 2026-09-07

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

    One shared, persistent memory across AI agents and systems, with semantic recall and live updates.

    ↓ 351 downloads/weekPythonLicense: MIT

      mcpmeasured growthOpen source ↗

      Install claude mcp add memocat-mcp -- uvx memocat-mcp

      21GitHub stars+20 (+2000.0 %)
    • 2

      MCP
      Active

      Cross-repository semantic code intelligence for AI coding agents, from a local code graph.

      GoLicense: Apache-2.0

        mcpmeasured growthOpen source ↗

        19GitHub stars+18 (+1800.0 %)
      • 3

        Skill
        Active

        Claude Design in Claude Code, Codex, Cursor, and 20+ agents. Designs come from your real components, tokens, and states; approved revisions sync back.

        Python
        • agent-skills
        • ai-coding
        • anthropic
        • claude
        • claude-code

        githubmeasured growthOpen source ↗

        Install git clone https://github.com/maxritter/open-claude-design ~/.claude/skills/open-claude-design

        23GitHub stars+13 (+130.0 %)
      • 4

        MCP
        Active

        Indonesian exchange (IDX) via your own Stockbit account: quotes, bandarmology, charts. Unofficial.

        TypeScriptLicense: MIT

          mcpmeasured growthOpen source ↗

          Install claude mcp add stockbit-mcp -- npx stockbit-mcp

          20GitHub stars+13 (+185.7 %)
        • 5

          Other
          Active

          Distributed AI multi-agent autonomous system — digital employees for long-horizon tasks, running 24×7 — Meta-bootstrapping · Real-autonomous · Omni-evolution

          Rust
          • a2a
          • ai
          • application
          • automation
          • autonomous

          githubmeasured growthOpen source ↗

          13GitHub stars+11 (+550.0 %)
        • 6

          MCP
          Active

          Inspect and control Asterisk (AMI) and FreeSWITCH (ESL) PBX servers from your AI assistant.

          ↓ 35 downloads/weekTypeScriptLicense: MIT

            mcpmeasured growthOpen source ↗

            Install claude mcp add pbx-mcp -- npx pbx-mcp

            15GitHub stars+9 (+150.0 %)
          • 7

            MCP
            Active

            Reporting and queries over Astrea (Aurum), Brazilian legal-practice software: cases per client, cale

            License: MIT

              mcpmeasured growthOpen source ↗

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

              12GitHub stars+8 (+200.0 %)
            • 8

              MCP
              Active

              Stealth web browser for agents: search, fetch, click, download and type in persistent MCP sessions.

              RustLicense: Apache-2.0

                mcpmeasured growthOpen source ↗

                Remote server, to be declared in the MCP configuration https://browser.aginx.net/mcp

                14GitHub stars+7 (+100.0 %)
              • 9

                MCP
                Active

                Local-first bridge: export your own Mi Fitness (Xiaomi) health data to SQLite/JSON/CSV and MCP.

                PythonLicense: NOASSERTION

                  mcpmeasured growthOpen source ↗

                  12GitHub stars+7 (+140.0 %)
                • 10

                  MCP
                  Active

                  Read-only, self-hosted MCP access to IMAP email, mirrored locally and indexed by notmuch.

                  GoLicense: MIT

                    mcpmeasured growthOpen source ↗

                    12GitHub stars+7 (+140.0 %)
                  • 11

                    MCP
                    Active

                    Model Context Protocol (MCP) server for Stockbit (Indonesian / IDX market) — broker summary / bandarmology, quotes, top movers, orderbook, fundamentals, sentiment, your portfolio, and your real chart. (Work In Progress)

                    TypeScriptLicense: MIT
                    • claude
                    • claude-code
                    • claude-code-plugin
                    • claude-code-skill
                    • claude-skills

                    githubmeasured growthOpen source ↗

                    25GitHub stars+10 (+66.7 %)
                  • 12

                    MCP
                    Dormant

                    Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.

                    PythonLicense: Apache-2.0

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add prism-scanner -- uvx prism-scanner

                      21GitHub stars+8 (+61.5 %)
                    • 13

                      MCP
                      Active

                      Monitor uptime and incidents, run checks, and publish status updates from your Uptimepage org.

                      RustLicense: AGPL-3.0

                        mcpmeasured growthOpen source ↗

                        Remote server, to be declared in the MCP configuration https://mcp.uptimepage.dev/mcp

                        26GitHub stars+9 (+52.9 %)
                      • 14

                        Skill
                        Active

                        Procedural writing-style skills for AI agents: official frameworks (plain language, business writing, GOV.UK, AP style, STE-100, developer docs) + character voices. Agent Plugins 1.0.0, works in opencode, Claude Code, Codex.

                        PythonLicense: MIT
                        • agent-skills
                        • ai-agents
                        • claude-code-plugin
                        • codex
                        • gemini-cli-extension

                        githubmeasured growthOpen source ↗

                        Install /plugin marketplace add surendranb/writing-skills

                        31GitHub stars+9 (+40.9 %)
                      • 15

                        MCP
                        Active

                        Unlimited agent mailboxes — create identities, read/wait for mail, extract OTPs, send email.

                        ↓ 110 downloads/weekTypeScriptLicense: Apache-2.0

                          mcpmeasured growthOpen source ↗

                          Install claude mcp add mcp -- npx @openagentemail/mcp

                          16GitHub stars+6 (+60.0 %)
                        • 16

                          Skill
                          Active

                          Aplicação que usa o poder da LLM para gerar contexto para qualquer demanda sem precisar que você pense e tenha ideías, a propria aplicação estrutura no final da entrevista com você em um unico arquivo markdown tudo que foi questionado,…

                          PythonLicense: MIT
                          • claude-code-plugin
                          • claude-skills
                          • codex
                          • codex-cli
                          • codex-skill

                          githubmeasured growthOpen source ↗

                          Install /plugin marketplace add AirtonLira/boostprompt

                          12GitHub stars+5 (+71.4 %)
                        • 17

                          MCP
                          Active

                          Create and edit real Word documents (filesystem or SharePoint): typed change plans, tracked changes

                          C#License: MIT

                            mcpmeasured growthOpen source ↗

                            21GitHub stars+7 (+50.0 %)
                          • 18

                            Skill
                            Active

                            Threads marketing skills for Claude Code and Codex: posts, multi-post threads, hooks, replies, and a weekly plan in your voice. Publish via Publora. Open source, MIT. Content engineering by Creative Content Crafts.

                            PythonLicense: MIT
                            • agent-skill
                            • ai-agents
                            • ai-marketing
                            • claude-code
                            • claude-skills

                            githubmeasured growthOpen source ↗

                            Install git clone https://github.com/sergebulaev/threads-skills ~/.claude/skills/threads-skills

                            27GitHub stars+8 (+42.1 %)
                          • 19

                            MCP
                            Active

                            Live sports data and cross-book betting odds — 801 tools, 63 providers, 43 needing no key.

                            ↓ 397 downloads/weekPythonLicense: MIT

                              mcpmeasured growthOpen source ↗

                              Install claude mcp add sportsdata-mcp -- uvx sportsdata-mcp

                              13GitHub stars+5 (+62.5 %)
                            • 20

                              Skill
                              Active

                              Facebook Pages marketing skills for Claude Code and Codex: high-share posts, hooks, engagement replies, and a weekly plan. Publish via Publora. Open source, MIT. Content engineering by Creative Content Crafts.

                              PythonLicense: MIT
                              • agent-skill
                              • ai-agents
                              • ai-marketing
                              • claude-code
                              • claude-skills

                              githubmeasured growthOpen source ↗

                              Install git clone https://github.com/sergebulaev/facebook-skills ~/.claude/skills/facebook-skills

                              31GitHub stars+8 (+34.8 %)
                            • 21

                              Skill
                              Active

                              Install, run and verify OSINT tools from GitHub automatically, on any OS

                              PythonLicense: MIT
                              • ai-agent
                              • anthropic
                              • claude
                              • claude-code
                              • claude-code-plugin

                              githubmeasured growthOpen source ↗

                              Install /plugin marketplace add soxoj/claude-osint-deploy

                              11GitHub stars+4 (+57.1 %)
                            • 22

                              MCP
                              Active

                              MCP server for E.Leclerc Drive — search products, manage cart, and order groceries from Claude

                              ↓ 64 downloads/weekTypeScriptLicense: MIT

                                mcpmeasured growthOpen source ↗

                                Install claude mcp add leclerc-drive -- npx mcp-leclerc-drive

                                16GitHub stars+5 (+45.5 %)
                              • 23

                                MCP
                                Dormant

                                MCP server and EasyEDA Pro extension bridge for live project assistance.

                                ↓ 50 downloads/weekTypeScriptLicense: MIT

                                  mcpmeasured growthOpen source ↗

                                  Install claude mcp add easyeda-pro-mcp -- npx @vlabsoft/easyeda-pro-mcp

                                  12GitHub stars+4 (+50.0 %)
                                • 24

                                  MCP
                                  Active

                                  Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.

                                  TypeScriptLicense: Apache-2.0

                                    mcpmeasured growthOpen source ↗

                                    Install claude mcp add mcp -- npx @adrkit/mcp

                                    12GitHub stars+4 (+50.0 %)

                                  Learning resources

                                  Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.

                                  1. 1

                                    agentweave

                                    Other
                                    ActiveOpen source ↗

                                    Knowledge-, capability-, and trust-aware framework for discovering, validating, selecting, and orchestrating heterogeneous AI agents across cloud, marketplace, enterprise, and edge environments, with A2A interoperability and outcome-driven…

                                    PythonLicense: Apache-2.0
                                    • a2a-protocol
                                    • agent-discovery
                                    • agent-evaluation
                                    • agent-interoperability
                                    • agent-orchestration
                                    githubResourcemeasured growth
                                    11GitHub stars+11