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
Japan payroll & social insurance. 日本の給与計算・社会保険。47都道府県の料率、源泉所得税、割増賃金、有給、標準報酬月額の改定、最低賃金。根拠の条文つき。
mcpmeasured growthOpen source ↗
Install
claude mcp add jp-payroll-mcp -- npx jp-payroll-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
Toyota & Lexus vehicles: fuel, range, location, trips, health, climate, charging, commands
mcpmeasured growthOpen source ↗
Install
claude mcp add toyota -- uvx toyota-mcp1GitHub stars+1 - 4Dormant
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 - 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
Official central-bank & tax-authority rates from 100+ sources. No API key needed to start.
mcpmeasured growthOpen source ↗
Install
claude mcp add central-bank-mcp -- npx @allratestoday/central-bank-mcp1GitHub stars+1 - 7Active
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 - 8Active
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 - 9Active
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 - 10Active
MCP server for inspecting and automating Java Swing applications.
mcpmeasured growthOpen source ↗
1GitHub stars+1 - 11Active
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 - 12Active
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 - 13Active
Add products to Bring! from a photo — MCP for AI recognition, catalog matching, and verified writes.
mcpmeasured growthOpen source ↗
Install
claude mcp add bring-photo-mcp -- npx bring-photo-mcp1GitHub stars+1 - 14Dormant
TCG MCP
MCPPokemon TCG MCP server: PSA grading, collection management, and multi-provider pricing.
mcpmeasured growthOpen source ↗
Install
claude mcp add tcg-mcp -- uvx tcg-mcp1GitHub stars+1 - 15Active
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 - 16Active
Options analytics for AI assistants: chains, IV rank, VRP, Greeks, GEX, expected moves, screeners.
mcpmeasured growthOpen source ↗
Install
claude mcp add apexvol-mcp -- uvx apexvol-mcp1GitHub stars+1 - 17Active
Letterhead PDF as digital stationery: prints Markdown without overprinting header, footer, or logo.
mcpmeasured growthOpen source ↗
Install
claude mcp add mac-letterhead -- uvx Mac-letterhead1GitHub stars+1 - 18Active
Image Gen
MCPGenerate and edit images from your coding agent with Gemini and OpenAI, using your own API keys.
mcpmeasured growthOpen source ↗
Install
claude mcp add image-gen -- npx @nuver-labs/image-gen-mcp1GitHub stars+1 - 19Active
SpecMgr
MCPAn artifact manager for system specifications.
mcpmeasured growthOpen source ↗
Install
claude mcp add biz.dfch.specmgr -- uvx biz-dfch-specmgr1GitHub stars+1 - 20Active
SpecMgr
MCPAn artifact manager for system specifications.
mcpmeasured growthOpen source ↗
Install
claude mcp add biz-dfch-specmgr -- uvx biz-dfch-specmgr1GitHub stars+1 - 21Active
A real timeline video editor for AI agents: journaled edits, FFmpeg/MLT rendering, exports
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://mcpcut.com/mcp1GitHub stars+1 - 22Active
HEA-Bench
MCPHigh-entropy alloy and oxide descriptors, phase rules, corpus, properties, and design tools.
mcpmeasured growthOpen source ↗
Install
claude mcp add hea-bench -- uvx hea-bench1GitHub stars+1 - 23Active
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 - 24Active
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 - 25Active
Local multi-client RAG server over the Model Context Protocol.
mcpmeasured growthOpen source ↗
Install
claude mcp add cortex -- uvx cortex-local-rag1GitHub stars+1