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 389 Directory Server health diagnostics, log analysis, and SOS-report investigation
mcpmeasured growthOpen source ↗
Install
claude mcp add ldap-assistant-mcp -- uvx ldap-assistant-mcp1GitHub starsstable - 2Dormant
RogerRat
MCPReal-time chat hub for AI agents — Claude Code, Cursor, Cline, Codex over MCP or REST.
mcpmeasured growthOpen source ↗
Install
claude mcp add rogerrat -- npx rogerrat1GitHub starsstable - 3Active
Unified earthquake data from 20 global seismic agencies, with cross-agency report reconciliation.
mcpmeasured growthOpen source ↗
Install
claude mcp add seismic-mcp -- uvx seismic-mcp1GitHub starsstable - 4Active
Publish, schedule and analyze social posts across 9 platforms via the Post for Me API.
mcpmeasured growthOpen source ↗
Install
claude mcp add postforme-mcp-pro -- npx postforme-mcp-pro1GitHub starsstable - 5Active
Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.
mcpmeasured growthOpen source ↗
Install
claude mcp add maxaeo-ai-visibility-mcp -- npx maxaeo-ai-visibility-mcp1GitHub starsstable - 6Dormant
apple-fm-mcp
MCPApple Foundation Models on-device. Generate, summarize, classify via Apple Intelligence.
mcpmeasured growthOpen source ↗
Install
claude mcp add apple-fm-mcp -- uvx apple-fm-mcp1GitHub starsstable - 7Dormant
MCP server for FastTransfer — high-performance parallel data transfer between databases
mcpmeasured growthOpen source ↗
Install
claude mcp add fasttransfer-mcp -- uvx fasttransfer-mcp1GitHub starsstable - 8Active
Read-only MCP for the SQL database behind an ERP: provably read-only guard, public benchmark.
mcpmeasured growthOpen source ↗
Install
claude mcp add erp-report-engine -- uvx erp-report-engine1GitHub starsstable - 9Dormant
Agent spending mgmt, budget tracking, ROI. Zero Core Budget.
mcpmeasured growthOpen source ↗
Install
claude mcp add zero-core-budget -- npx @meltingpixels/zero-core-budget1GitHub starsstable - 10Dormant
MCP server that decodes V8 CPU profiles into token-efficient bottleneck summaries for AI agents
mcpmeasured growthOpen source ↗
Install
claude mcp add v8-cpu-profile-decoder-mcp -- npx v8-cpu-profile-decoder-mcp1GitHub starsstable - 11Active
Reversible context compression for AI agents: cut token usage up to 94%, originals retrievable
mcpmeasured growthOpen source ↗
Install
claude mcp add token_optimizer -- uvx slimctx1GitHub starsstable - 12Dormant
Oracle for AI agents. One tool, one reading. 3 free, then $0.025 USDC via x402.
mcpmeasured growthOpen source ↗
Install
claude mcp add pythia-oracle -- uvx pythia-oracle1GitHub starsstable - 13Dormant
MCP server for generating REST API boilerplate and Express endpoints.
mcpmeasured growthOpen source ↗
Install
claude mcp add api -- npx sovereign-api-forge-mcp1GitHub starsstable - 14Dormant
Post-tx outcome verification via LLM-as-judge. Zero Core Verify.
mcpmeasured growthOpen source ↗
Install
claude mcp add zero-core-verify -- npx @meltingpixels/zero-core-verify1GitHub starsstable - 15Dormant
Author FURLOW Discord bot YAML: validate specs, list actions/events/builtins, scaffold bots.
mcpmeasured growthOpen source ↗
Install
claude mcp add furlow-mcp -- npx @furlow/mcp1GitHub starsstable - 16Dormant
This package is intended for demonstration only. Maintained by JFrog Security.
mcpmeasured growthOpen source ↗
Install
claude mcp add node-runtime -- npx @mcp-protocol/node-runtime1GitHub starsstable - 17Active
Ask any Tableau lineage question, in any MCP client, through the Tableau Metadata API.
mcpmeasured growthOpen source ↗
Install
claude mcp add tableau-graphql-mcp -- uvx tableau-graphql-mcp1GitHub starsstable - 18Active
Kelvia
MCPTask manager your agent can fully operate: boards, tasks, sprints, roles, worklogs, day planner.
mcpmeasured growthOpen source ↗
Install
claude mcp add kelvia-mcp -- npx kelvia-mcp1GitHub starsstable - 19Dormant
Comprehensive MCP server for the Robokassa payment gateway (18 tools, full API coverage).
mcpmeasured growthOpen source ↗
Install
claude mcp add robokassa-mcp -- uvx robokassa-mcp1GitHub starsstable - 20Dormant
Agent-to-agent communication bridge for multi-agent systems
mcpmeasured growthOpen source ↗
Install
claude mcp add a2a-bridge -- npx a2a-bridge-mcp1GitHub starsstable - 21Active
Vantio Gate
MCPVantio Gate — Policy Latch dry-run evaluate for agents. No live enforce from MCP.
mcpmeasured growthOpen source ↗
Install
claude mcp add vantio-gate -- npx @vantio/gate-mcp1GitHub starsstable - 22Active
Model Context Protocol server that wraps the CADLens REST API.
mcpmeasured growthOpen source ↗
Install
claude mcp add cadlens-mcp -- npx @cadlens/mcp-server1GitHub starsstable - 23Active
Ryter Pro
MCPMCP server for humanizing and rewriting text with the Ryter Pro API.
mcpmeasured growthOpen source ↗
Install
claude mcp add ryterpro-mcp -- uvx ryterpro-mcp1GitHub starsstable - 24Active
KarmoLab
MCPMCP server for what LLMs get wrong: exact hashes, real randomness, and Korean rules.
mcpmeasured growthOpen source ↗
Install
claude mcp add karmolab-mcp -- npx karmolab-mcp1GitHub starsstable - 25Active
mcdev MCP: wiki search, .mcdevrc help, journey checklists, metadata types via mcdev.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-server-mcdev -- npx mcp-server-mcdev1GitHub starsstable