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
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 - 2Active
Norwegian local-food MCP: 1,431+ farms, shops, markets + umbrellas (Bondens marked, Hanen, REKO).
mcpmeasured growthOpen source ↗
Install
claude mcp add lokal-mcp -- npx lokal-mcp1GitHub starsstable - 3Active
Plain-English browser tests for AI agents: real Chrome, deterministic verdicts. Free, no API keys.
mcpmeasured growthOpen source ↗
Install
claude mcp add browserbash -- npx browserbash-cli1GitHub starsstable - 4Active
Numbers-LE
MCPExtract numeric values from config files, data files and plain text.
mcpmeasured growthOpen source ↗
Install
claude mcp add numbers-le -- npx numbers-le-mcp1GitHub starsstable - 5Dormant
Scan MCP servers and skill files for AVE vulnerabilities. Conformance scoring and threat intel.
mcpmeasured growthOpen source ↗
Install
claude mcp add bawbel-mcp -- uvx bawbel-mcp1GitHub starsstable - 6Active
Pre-execution governance for AI agents. Validates tool calls before they execute.
mcpmeasured growthOpen source ↗
Install
claude mcp add promptspeak -- npx @chrbailey/promptspeak-mcp-server1GitHub starsstable - 7Active
Bee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, free tier.
mcpmeasured growthOpen source ↗
Install
claude mcp add bee -- uvx bee-sdk1GitHub starsstable - 8Active
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 starsstable - 9Active
ATAG 2.0 (Authoring Tool Accessibility Guidelines) guidance for authoring tool developers
mcpmeasured growthOpen source ↗
Install
claude mcp add atag-mcp -- npx atag-mcp1GitHub starsstable - 10Active
Astrology from a real ephemeris: natal charts, transits, synastry, eclipses, returns. No API keys.
mcpmeasured growthOpen source ↗
Install
claude mcp add auseklis -- npx auseklis1GitHub starsstable - 11Active
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 - 12Dormant
Unix/ISO timestamp conversion, timezone math, duration calc
mcpmeasured growthOpen source ↗
Install
claude mcp add timestamp-forge-mcp -- npx timestamp-forge-mcp1GitHub starsstable - 13Dormant
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 - 14Dormant
MCP server for timestamp conversion — Unix, ISO 8601, relative time
mcpmeasured growthOpen source ↗
Install
claude mcp add timestamp -- npx timestamp-forge-mcp1GitHub starsstable - 15Active
Front MCP
MCPMCP server for Front: conversations, contacts, messages, tags, and inbox workflows.
mcpmeasured growthOpen source ↗
Install
claude mcp add front-mcp -- npx @houst-com/front-mcp1GitHub starsstable - 16Dormant
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 - 17Active
Paths-LE
MCPExtract file and directory paths from config files and code, with their kind and position.
mcpmeasured growthOpen source ↗
Install
claude mcp add paths-le -- npx paths-le-mcp1GitHub starsstable - 18Dormant
MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issues, PRs, flows.
mcpmeasured growthOpen source ↗
Install
claude mcp add devflow-mcp -- npx @cocaxcode/devflow-mcp1GitHub starsstable - 19Dormant
JSON contract registry and validator for structured LLM and agent outputs.
mcpmeasured growthOpen source ↗
Install
claude mcp add json-contracts -- npx json-contracts1GitHub starsstable - 20Dormant
Add text or logo watermarks to images via the Markly.cloud API. Batch supported.
mcpmeasured growthOpen source ↗
Install
claude mcp add markly -- npx markly-mcp-server1GitHub starsstable - 21Active
XFuel
MCPSubmit AI inference to XFuel, pay per task (USDC via x402 or TFUEL), fetch/verify ZK proofs.
mcpmeasured growthOpen source ↗
Install
claude mcp add xfuel-mcp -- npx xfuel-mcp1GitHub starsstable - 22Dormant
Clarity and memory persistent workspace context manager for Claude.
mcpmeasured growthOpen source ↗
Install
claude mcp add clarik-mcp-server -- npx clarik1GitHub starsstable - 23Active
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 - 24Dormant
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS management.
mcpmeasured growthOpen source ↗
Install
claude mcp add ai-hr-management-toolkit -- npx mcp-ai-hr-management-toolkit1GitHub starsstable - 25Active
Running tools for AI agents: 92 calculators, 46 guides, marathon data, pace and HR zones.
mcpmeasured growthOpen source ↗
Install
claude mcp add rundida-mcp -- npx @rundida/mcp-server1GitHub starsstable