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
Reads a boat's Signal K data and helps an AI assistant design and install KIP dashboards.
mcpmeasured growthOpen source ↗
Install
claude mcp add kip-mcp-server -- npx kip-mcp-server1GitHub starsstable - 2Active
Maps any repo into an architecture diagram (Mermaid/Graphviz) and enforces architecture rules in CI
mcpmeasured growthOpen source ↗
Install
claude mcp add repo-cartographer -- npx repo-cartographer1GitHub starsstable - 3Active
Manage Transistor.fm podcasts: episodes, analytics, transcripts, and webhooks.
mcpmeasured growthOpen source ↗
Install
claude mcp add transistor-mcp -- npx transistor-mcp1GitHub starsstable - 4Active
40+ Lightning-paid AI tools for agents: calls, SMS, fax, voice, translation. No signup, no keys.
mcpmeasured growthOpen source ↗
Install
claude mcp add sats4ai -- npx sats4ai-mcp1GitHub starsstable - 5Active
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 - 6Dormant
JSON contract registry and validator for structured LLM and agent outputs.
mcpmeasured growthOpen source ↗
Install
claude mcp add json-contracts -- npx json-contracts1GitHub starsstable - 7Active
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 - 8Active
VulnFeed
MCPDependency vulnerability scanner with EPSS scoring. 9 MCP tools. Free tier + x402.
mcpmeasured growthOpen source ↗
Install
claude mcp add vulnfeed -- uvx vulnfeed-mcp1GitHub starsstable - 9Active
Bee by HEOSSI: governed multimodal intelligence - chat, code, security, research, documents, memory.
mcpmeasured growthOpen source ↗
Install
claude mcp add bee-public -- uvx bee-sdk1GitHub starsstable - 10Active
Safely manage repository-scoped issues across Linear, GitHub Issues, and Jira Cloud.
mcpmeasured growthOpen source ↗
Install
claude mcp add project-context -- npx @sandovalrr/project-context-mcp1GitHub starsstable - 11Active
Counter-signed evidence records for agent commerce: receipts, verification, dispute envelopes.
mcpmeasured growthOpen source ↗
Install
claude mcp add evidence -- npx tersign1GitHub starsstable - 12Dormant
Multi-provider media generation — images, video, audio, and transcription via a unified interface
mcpmeasured growthOpen source ↗
Install
claude mcp add multimodal -- npx @r16t/multimodal-mcp1GitHub starsstable - 13Dormant
Vietnam stock MCP: TA signals, Z/F/M scores, foreign flow, whale detection. 2000+ VN stocks.
mcpmeasured growthOpen source ↗
Install
claude mcp add vimo-stock-intelligence -- npx @vimo.cuthongthai.vn/mcp-server1GitHub starsstable - 14Active
Simple Language MCP server — code intelligence, debugging, build, test, and VCS tools
mcpmeasured growthOpen source ↗
Install
claude mcp add simple-mcp-server -- npx @simple-lang/mcp-server1GitHub starsstable - 15Active
Epistemic guard for AI coding: tracks uncertain values and blocks writes until verified.
mcpmeasured growthOpen source ↗
Install
claude mcp add credence -- uvx credence-guard1GitHub starsstable - 16Active
Memoria personal para Claude Code en notas Markdown; no carga el contexto a ciegas.
mcpmeasured growthOpen source ↗
Install
claude mcp add bovedia -- npx bovedia1GitHub starsstable - 17Active
MCP server for managing Apidog test cases, scenarios, suites, and test data
mcpmeasured growthOpen source ↗
Install
claude mcp add apidog-tests-mcp -- npx @acabala/apidog-tests-mcp1GitHub starsstable - 18Active
X.509 identity, risk scoring, and audit logging for AI agents. MiCA + EU AI Act compliant.
mcpmeasured growthOpen source ↗
Install
claude mcp add kakunin -- npx @kakunin/mcp1GitHub starsstable - 19Dormant
Stealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readability extraction.
mcpmeasured growthOpen source ↗
Install
claude mcp add stealth-agent-browser-mcp -- npx stealth-agent-browser-mcp1GitHub starsstable - 20Dormant
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 - 21Active
Control WeMo smart home devices - discover, toggle, adjust brightness, and manage HomeKit codes
mcpmeasured growthOpen source ↗
Install
claude mcp add wemo -- uvx wemo-mcp-server1GitHub starsstable - 22Dormant
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy compounds with use.
mcpmeasured growthOpen source ↗
Install
claude mcp add dingdawg-finance-agent -- npx dingdawg-finance-agent1GitHub starsstable - 23Active
PexBot simulated spot/futures trading, competitions, portfolios, and AI analytics.
mcpmeasured growthOpen source ↗
Install
claude mcp add pexbot-mcp -- npx @pexbot/mcp1GitHub starsstable - 24Active
X.509 identity, risk scoring, and audit logging for AI agents. MiCA + EU AI Act compliant.
mcpmeasured growthOpen source ↗
Install
claude mcp add kakunin -- npx @kakunin/mcp1GitHub starsstable - 25Dormant
Connect AI assistants to eToro for portfolio analysis, market research, and trading.
mcpmeasured growthOpen source ↗
Install
claude mcp add etoro-mcp-server -- npx etoro-mcp-server1GitHub starsstable