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
MCP server for inspecting and automating Java Swing applications.
mcpmeasured growthOpen source ↗
1GitHub stars+1 - 2Active
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 - 3Active
Historical geography for AI agents: polities, GeoJSON borders, chains & events, 4500 BCE-today
mcpmeasured growthOpen source ↗
Install
claude mcp add atlaspi -- uvx atlaspi-mcp1GitHub stars+1 - 4Active
dictionary
MCPDictionary MCP — wraps Free Dictionary API (free, no auth)
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/dictionary/mcp1GitHub stars+1 - 5Active
HRM-Manifesto
AgentHRM — Harmony · Rights · Minds. Founding Manifesto on AI rights, artificial subjecthood and peaceful human–AI coexistence.
githubmeasured growthOpen source ↗
1GitHub stars+1 - 6Active
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 - 7Active
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 - 8Active
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 - 9Active
CogMemory MCP Server — Unified context subsystems for AI coding agents
mcpmeasured growthOpen source ↗
Install
claude mcp add cogmemory-mcp -- npx cogmemory-mcp1GitHub stars+1 - 10Active
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 - 11Active
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 - 12Dormant
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 - 13Active
Live USPS, UPS, FedEx and DHL rates from the US: domestic, Canada, UK, Germany, Australia. No scale.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://quote-api.smklog.com/mcp1GitHub stars+1 - 14Active
Track what 1,000+ VCs follow on X to surface startups before their round. Signal for AI agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add frontrun-mcp-server -- npx frontrun-mcp-server1GitHub stars+1 - 15Active
AI Agent Firewall. Enforce signed authority before consequential actions. Free API key required.
mcpmeasured growthOpen source ↗
Install
claude mcp add fidacy-mcp -- npx @fidacy/mcp1GitHub stars+1 - 16Active
Connect your AI assistant to YNAB. Read-only by default, with reversible opt-in writes.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-server-for-ynab -- uvx mcp-server-for-ynab1GitHub stars+1 - 17Active
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 - 18Active
Rhizome MCP
MCPLocal-first MCP server for task tracking and coordination of autonomous AI coding agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add rhizome-mcp -- npx rhizome-mcp1GitHub stars+1 - 19Active
CUDA-Q Docs
MCPCUDA-Q docs, API reference, and runnable examples for AI agents, pinned to your installed version.
mcpmeasured growthOpen source ↗
Install
claude mcp add cudaq-docs-mcp -- uvx cudaq-docs-mcp1GitHub stars+1 - 20Active
Local multi-client RAG server over the Model Context Protocol.
mcpmeasured growthOpen source ↗
Install
claude mcp add cortex -- uvx cortex-local-rag1GitHub stars+1 - 21Active
Tender MCP
MCPGovernment tender search for AI agents. UK, EU and US procurement opportunities.
mcpmeasured growthOpen source ↗
Install
claude mcp add tender-mcp -- npx tender-mcp1GitHub stars+1 - 22Active
AI video clipping MCP: long videos and podcasts into scored, captioned 9:16 shorts.
mcpmeasured growthOpen source ↗
Install
claude mcp add katto-mcp -- npx katto-mcp1GitHub stars+1 - 23Active
MCP server exposing a live Dwarf Fortress fort to an AI agent as curated, semantic tools
mcpmeasured growthOpen source ↗
Install
claude mcp add dfhack-mcp -- npx dfhack-mcp1GitHub stars+1 - 24Active
Base token-safety for agents: the only B20 freeze/seize/rug suite + pre-trade gates, over x402.
mcpmeasured growthOpen source ↗
Install
claude mcp add x402-bazaar-mcp -- npx x402-bazaar-mcp1GitHub stars+1 - 25Active
Attach weapons and props to rigged 3D characters: hand-bone detection, fist close, engine binds.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp -- npx @gripforgeai/mcp1GitHub stars+1