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.
- 1Active
Gryz
MCPCross-agent memory your users own, plus one-step doc publishing. Free with a Gryz account.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://www.gryz.ai/api/mcp2GitHub stars+2 - 2Active
Drive a browser you are already signed into, through the free T3rnel Browser extension.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-session-bridge -- npx @t3ratech/mcp-session-bridge2GitHub stars+2 - 3Active
A1 Yandex KIT MCP server for the Yandex KIT e-commerce API: products, orders, discounts, webhooks.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-yandex-kit -- npx mcp-yandex-kit2GitHub stars+2 - 4Active
Türk mevzuatının resmî güncel metnini (mevzuat.gov.tr) yapay zekâya açan MCP sunucusu.
mcpmeasured growthOpen source ↗
Install
claude mcp add turk-hukuku-mevzuat-mcp -- uvx turk-hukuku-mevzuat-mcp2GitHub stars+2 - 5Active
Adaptive AI training coach MCP server backed by Garmin Connect
mcpmeasured growthOpen source ↗
Install
claude mcp add coach-mcp -- uvx garmin-coach-mcp2GitHub stars+2 - 6Active
Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor
mcpmeasured growthOpen source ↗
Install
claude mcp add th-memory-mcp -- npx th-memory-mcp2GitHub stars+1 (+100.0 %) - 7Active
Project knowledge graph with history-checked belief staleness, changeset proposals, cost reporting
mcpmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 8Active
agentic-workflow
Skill🔨 Agentic workflow template
githubmeasured growthOpen source ↗
Install
git clone https://github.com/95gabor/agentic-workflow ~/.claude/skills/agentic-workflow2GitHub stars+1 (+100.0 %) - 9Dormant
A ready-to-use Claude Code project scaffold — rules, commands, skills, agents, and hooks in one command.
githubmeasured growthOpen source ↗
Install
/plugin marketplace add KhaiTrang1995/claude-code-structure2GitHub stars+1 (+100.0 %) - 10Active
ViewDoctor
MCPLocal SwiftUI changed/staged checks with compact agent output and multi-module ownership.
mcpmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 11Active
Generate AI images, video, music, and sound effects, and upscale them, from any MCP client.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://mcp.budgetpixel.com/mcp2GitHub stars+1 (+100.0 %) - 12Active
Publish HTML as a tracked link and see who opened it and which sections they read.
mcpmeasured growthOpen source ↗
Install
claude mcp add share -- npx htmlradar-mcp2GitHub stars+1 (+100.0 %) - 13Active
Read-only access to the Islam West Africa Collection via Hugging Face datasets.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://islam.zmo.de/mcp/2GitHub stars+1 (+100.0 %) - 14Active
Garmin data in Claude & ChatGPT via the Garmin Health API. OAuth sign-in, no password sharing.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://garmin-mcp-nuqd.onrender.com/mcp2GitHub stars+1 (+100.0 %) - 152GitHub stars+1 (+100.0 %)
- 16Active
KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH
mcpmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 17Active
KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH
mcpmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 18Active
Shrike
MCPGoverns what AI agents do: tool calls, SQL, commands, files checked against policy before they run.
mcpmeasured growthOpen source ↗
Install
claude mcp add shrike-mcp -- npx shrike-mcp2GitHub stars+1 (+100.0 %) - 19Active
dsh-notify
OtherTask-monitoring notification plugin for DeepSeek Harness (dsh): turn/end alerts, human-confirmation with timeout escalation, SAPI voice, HTTP/A2A/MCP channels — zero-dependency build-free bundle
githubmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 20Active
Local daemon giving AI agents named locks, shared state, events, and a task queue over MCP.
mcpmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 21Active
Tia-Portal-CLI
SkillAI 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,…
githubmeasured growthOpen source ↗
Install
git clone https://github.com/Codyte/Tia-Portal-CLI ~/.claude/skills/Tia-Portal-CLI2GitHub stars+1 (+100.0 %) - 22Active
Unofficial guarded A1 Evo AcoustiX, REW, and Denon/Marantz calibration tools.
mcpmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 23Active
Forensic scheduling MCP for Primavera P6 (XER): AACE windows, DCMA-14, Monte Carlo, TIA.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://mcp.criticalpathpartners.ca/mcp2GitHub stars+1 (+100.0 %) - 24Active
Give an AI agent a real .NET debugger: breakpoints, stepping, locals, expression evaluation.
mcpmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 25Active
Local-first privacy MCP server for sensitive AI workflows
mcpmeasured growthOpen source ↗
Install
claude mcp add securedact-mcp -- uvx securedact-mcp2GitHub stars+1 (+100.0 %)