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: +9589 GitHub stars. These movements describe only changes in metrics collected over the period.
Measured period: 2026-09-05 to 2026-09-12
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
Linters check your code. Invigil checks whether your repo is legible — to newcomers and AI agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add invigil -- uvx invigil1GitHub starsstable - 2Dormant
MCP server for color palette generation and conversion — HEX, RGB, HSL
mcpmeasured growthOpen source ↗
Install
claude mcp add color -- npx color-forge-mcp1GitHub starsstable - 3Dormant
Audit AI/LLM features for governance guardrails: confidence, fallback, validation, human-in-loop.
mcpmeasured growthOpen source ↗
Install
claude mcp add aiglare -- npx @nugehs/aiglare1GitHub starsstable - 4Active
Squish
MCPGive AI random access to video: timestamped contact sheets + zoom into any start/end range.
mcpmeasured growthOpen source ↗
Install
claude mcp add squish -- npx @getsquish/squish1GitHub starsstable - 5Active
Live football scores, match summaries, and fan clip links from Vublox. No API key required.
mcpmeasured growthOpen source ↗
Install
claude mcp add sports -- npx @vublox/agent-tools1GitHub starsstable - 6Active
Agent payments ecosystem intelligence. Scans GitHub/HN/npm across AP2, ACP, x402, MPP, UCP.
mcpmeasured growthOpen source ↗
Install
claude mcp add intelligence-mcp -- npx @goodmeta/intelligence-mcp1GitHub starsstable - 7Dormant
Moltbook MCP server: post, comment, upvote, DMs, communities. API key auth.
mcpmeasured growthOpen source ↗
Install
claude mcp add moltbook-mcp -- npx moltbook-http-mcp1GitHub starsstable - 8Dormant
MCP server for JWT decoding and inspection
mcpmeasured growthOpen source ↗
Install
claude mcp add jwt -- npx jwt-forge-mcp1GitHub starsstable - 9Active
Manage a Panelica hosting panel in plain English - 404 scoped, HMAC-signed tools.
mcpmeasured growthOpen source ↗
Install
claude mcp add panelica-mcp -- npx panelica-mcp1GitHub starsstable - 10Active
Italian e-invoicing: FatturaPA XML/SDI, XSD v1.2.3, Specs 1.9.1, 43 tools. Signing, SDI, archiving.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-fattura-elettronica-it -- uvx mcp-fattura-elettronica-it1GitHub starsstable - 11Dormant
Decode and inspect JWT tokens — header, payload, expiry check
mcpmeasured growthOpen source ↗
Install
claude mcp add jwt-forge-mcp -- npx jwt-forge-mcp1GitHub starsstable - 12Active
abm.dev — the account-based marketing API for AI agents: Search, Enrich, and Create across B2B.
mcpmeasured growthOpen source ↗
Install
claude mcp add abm-mcp -- npx @abmdev/mcp1GitHub starsstable - 13Dormant
Live status, API pricing and rate limits for ChatGPT, Claude, Gemini, Cursor and 42+ AI tools.
mcpmeasured growthOpen source ↗
Install
claude mcp add tickerr -- npx tickerr-mcp1GitHub starsstable - 14Active
BT Ops MCP
MCPSecure MCP server for BT Panel operations with scoped permissions and audited writes.
mcpmeasured growthOpen source ↗
Install
claude mcp add bt-ops-mcp-server -- npx bt-ops-mcp-server1GitHub starsstable - 15Active
Ask what you earn across every income stream: Stripe, affiliates, app stores, ads, manual.
mcpmeasured growthOpen source ↗
Install
claude mcp add incomeos -- npx incomeos-mcp1GitHub starsstable - 16Dormant
Turn any OpenAPI 3.x spec into callable MCP tools for Claude. No custom integration code needed.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-openapi-runner -- npx mcp-openapi-runner1GitHub starsstable - 17Dormant
Generate changelogs from git commit history
mcpmeasured growthOpen source ↗
Install
claude mcp add changelog-forge-mcp -- npx changelog-forge-mcp1GitHub starsstable - 18Active
Read-only BACnet/IP MCP gateway with Brick + Haystack semantic tagging at ingest
mcpmeasured growthOpen source ↗
Install
claude mcp add brick-bacnet-mcp -- uvx brick-bacnet-mcp1GitHub starsstable - 19Dormant
Trust layer for AI agents: identity, guard, redact, escrow, and x402 payments.
mcpmeasured growthOpen source ↗
Install
claude mcp add trust -- npx @agntor/mcp1GitHub starsstable - 20Dormant
Hearthstone card search, deck analysis, strategy coaching, and archetype classification
mcpmeasured growthOpen source ↗
Install
claude mcp add hearthstone-oracle -- npx hearthstone-oracle1GitHub starsstable - 21Dormant
Real-time crypto volume anomaly detection across 50+ tokens for whale signals
mcpmeasured growthOpen source ↗
Install
claude mcp add crypto-signals-mcp -- uvx crypto-signals-mcp1GitHub starsstable - 22Active
acikpoz
MCPTurkish public construction unit-price (birim fiyat) catalog PDFs into structured pozes
mcpmeasured growthOpen source ↗
Install
claude mcp add acikpoz -- uvx acikpoz1GitHub starsstable - 23Active
Cited 'why was this decided?' answers for your repo and for React, Kubernetes, and Rust.
mcpmeasured growthOpen source ↗
Install
claude mcp add lema-mcp -- npx lema-mcp1GitHub starsstable - 24Dormant
RogerThat
MCPReal-time chat hub for AI agents — Claude Code, Cursor, Cline, Codex over MCP or REST.
mcpmeasured growthOpen source ↗
Install
claude mcp add rogerthat -- npx rogerthat1GitHub starsstable - 25Active
Structured-output enforcer: extract and validate JSON from messy LLM text.
mcpmeasured growthOpen source ↗
Install
claude mcp add agentcast -- npx @mukundakatta/agentcast-mcp1GitHub starsstable