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. ponytail has the largest measured increase: +11210 GitHub stars. These movements describe only changes in metrics collected over the period.
Measured period: 2026-09-04 to 2026-09-11
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
Toyota & Lexus vehicles: fuel, range, location, trips, health, climate, charging, commands
mcpmeasured growthOpen source ↗
Install
claude mcp add toyota -- uvx toyota-mcp1GitHub stars+1 - 2Dormant
Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals
mcpmeasured growthOpen source ↗
Install
claude mcp add expense-mcp -- uvx expense-mcp1GitHub stars+1 - 3Active
Trust infrastructure for AI agents: read a verifiable Trust Rating, claim an identity, earn a badge.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://api.mnemom.ai/mcp?profile=directory1GitHub stars+1 - 4Active
heera.it via Agentimus: AI readiness, traffic, request log, search & index reports, by approval.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://heera.it/wp-json/agentimus/v1/mcp1GitHub stars+1 - 5Dormant
Personal MCP server for humans who create. Proof of authorship, license control.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://kapoost.humanmcp.net/mcp1GitHub stars+1 - 6Active
CodePic
MCPAI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://codepic.cc/api/mcp/mcp1GitHub stars+1 - 7Active
Amtrak
MCPAmtrak MCP — live Amtrak train tracking via the community Amtraker API
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/amtrak/mcp1GitHub stars+1 - 8Dormant
Spark SQL
MCPQuery Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.
mcpmeasured growthOpen source ↗
Install
claude mcp add spark-sql-mcp-server -- uvx spark-sql-mcp-server1GitHub stars+1 - 9Active
Supplement safety for AI agents. 1,500+ rules, NIH+FDA data, quality grading A-D.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://elthio-production.up.railway.app/mcp1GitHub stars+1 - 10Active
Scan any website or MCP server for agent-trust-readiness; returns a signed, verifiable scorecard.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://api.isittrustready.ai/mcp1GitHub stars+1 - 11Active
Estonian Business Register: companies, people, beneficial owners, trademarks. Free, no API key.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://nimistu.ee/api/mcp1GitHub stars+1 - 12Active
argus
AgentARGUS — Agentic Risk & Governance Unified Screening | Multi-agent KYC system powered by Azure AI Foundry + Foundry IQ | Microsoft Agents League Hackathon 2026 — Reasoning Agents track
githubmeasured growthOpen source ↗
1GitHub stars+1 - 13Active
Estonian public-authority document registers: one search across all, docs linked to companies.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://dokumendiregister.ee/api/dokreg-mcp/mcp1GitHub stars+1 - 14Active
LegalOne
MCPWrapper for the official LegalOne API (Thomson Reuters / Novajus, Premium package): lawsuits and lit
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://api.mcp.ai/p_legalone1GitHub stars+1 - 15Active
KYA MCP gate: evaluate, ingest, request approval. Sole PEP is Shield.
mcpmeasured growthOpen source ↗
Install
claude mcp add shield-kya -- npx @shield-agent/kya1GitHub stars+1 - 16Active
HRM-Manifesto
AgentHRM — Harmony · Rights · Minds. Founding Manifesto on AI rights, artificial subjecthood and peaceful human–AI coexistence.
githubmeasured growthOpen source ↗
1GitHub stars+1 - 17Active
Librarian
MCPDeterministic ebook-to-markdown pipeline with MCP tools to browse, search, and read your books.
mcpmeasured growthOpen source ↗
Install
claude mcp add librarian -- uvx librarian-cli1GitHub stars+1 - 18Active
MCP server for inspecting and automating Java Swing applications.
mcpmeasured growthOpen source ↗
1GitHub stars+1 - 19Active
Metmuseum
MCPThe Metropolitan Museum of Art Collection MCP.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/metmuseum/mcp1GitHub stars+1 - 20Active
words
MCPWords MCP — wraps Datamuse API (free, no auth required)
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/words/mcp1GitHub stars+1 - 21Active
EU Funding & Tenders Portal (SEDIA search API) MCP.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/eu-funding-tenders/mcp1GitHub stars+1 - 22Active
Firecrawl
MCPFirecrawl MCP — wraps the Firecrawl API (firecrawl.dev) for web
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/firecrawl/mcp1GitHub stars+1 - 23Active
Monitor MCP servers, API contracts and AI outputs for schema drift. Alerts on breaking changes.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://fixzi.ai/api/mcp1GitHub stars+1 - 24Active
Meeba Brain
MCPRepository knowledge graph MCP server for codebase understanding and debugging.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://meeba-context-mcp-469248886325.us-central1.run.app/mcp1GitHub stars+1 - 25Active
Flickies
MCPSelf-hosted MCP server: video lipsync, face restore, and ffmpeg ops (trim, concat, transcode).
mcpmeasured growthOpen source ↗
1GitHub stars+1