Agents, skills and MCP radar: MCP servers
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.
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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
no_human
MCPFile a task with your local no_human and check on it: task_add and task_status over stdio.
mcpmeasured growthOpen source ↗
Install
claude mcp add no_human -- uvx no-human263GitHub stars+208 (+378.2 %) - 2Active
SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrUX, technical-SEO.
mcpmeasured growthOpen source ↗
Install
claude mcp add seo-monster -- uvx seo-monster149GitHub stars+146 (+4866.7 %) - 3Active
Verifiable execution for AI agents: Ed25519-signed work contracts and audit trails.
mcpmeasured growthOpen source ↗
Install
claude mcp add OpenWorkProof -- uvx openworkproof187GitHub stars+144 (+334.9 %) - 4Active
agentburn
MCPLocal profiler: which usage window took you out, and where your agent's money goes
mcpmeasured growthOpen source ↗
Install
claude mcp add agentburn -- uvx agentburn122GitHub stars+109 (+838.5 %) - 5Active
Managed LinkedIn MCP server for AI agents: search, connect, message and enrich on accounts you own.
mcpmeasured growthOpen source ↗
Install
claude mcp add linkedin-mcp -- npx @gtm-api/linkedin-mcp100GitHub stars+98 (+4900.0 %) - 6Active
Moira
MCPAgent Workflow Engine — multi-step MCP workflows with per-step directives and validation.
mcpmeasured growthOpen source ↗
114GitHub stars+92 (+418.2 %) - 7Active
Jacobian
MCPExecutable mathematics and independent verification for AI agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add jacobian -- npx jacobian163GitHub stars+81 (+98.8 %) - 8Active
Flameox
MCPBounded local runtime evidence from explicit artifacts and typed direct targets.
mcpmeasured growthOpen source ↗
Install
claude mcp add flameox -- uvx flameox104GitHub stars+57 (+121.3 %) - 9Active
Mobile proxies, non-VoIP SMS verifications, dedicated numbers, and global eSIMs for AI agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add voidmob-mcp -- npx @voidmob/mcp58GitHub stars+54 (+1350.0 %) - 10Active
Manage social publishing workflows through OpenPost
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://app.openpo.st/mcp68GitHub stars+35 (+106.1 %) - 11Active
SandBase
MCPConnect MCP clients to 2,000+ AI models without managing provider API keys.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://sandbase.ai/v1/mcp110GitHub stars+46 (+71.9 %) - 12Active
aura
MCPAURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put AI to work safely on production infrastructure.
githubmeasured growthOpen source ↗
346GitHub stars+88 (+34.1 %) - 13Active
trace-mcp
MCPFramework-aware code intelligence MCP server for Claude Code and Codex — 90.6% fewer input tokens to review a pull request, median over 60 merged PRs in repos we don't own. 81 languages, 87 frameworks, 100% local.
githubmeasured growthOpen source ↗
155GitHub stars+53 (+52.0 %) - 14Active
Code graph MCP server for AI agents: 81 languages, 87 frameworks, 90.6% fewer PR-review tokens
mcpmeasured growthOpen source ↗
Install
claude mcp add trace-mcp -- npx trace-mcp155GitHub stars+53 (+52.0 %) - 15Active
LogiSheets
MCPAn Excel-compatible spreadsheet engine for agents: deterministic formulas, block memory, real .xlsx.
mcpmeasured growthOpen source ↗
Install
claude mcp add logisheets-mcp -- npx logisheets-mcp40GitHub stars+25 (+166.7 %) - 16Active
arr-mcp
MCPOne MCP server for the whole media stack: Radarr, Sonarr, Prowlarr, Bazarr, Jellyfin, Seerr
mcpmeasured growthOpen source ↗
38GitHub stars+22 (+137.5 %) - 17Active
One shared, persistent memory across AI agents and systems, with semantic recall and live updates.
mcpmeasured growthOpen source ↗
Install
claude mcp add memocat-mcp -- uvx memocat-mcp21GitHub stars+20 (+2000.0 %) - 18Active
Perenna
MCPA lightweight, Git-backed permanent memory for AI agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add perenna -- uvx perenna36GitHub stars+18 (+100.0 %) - 19Active
Kivgraph
MCPCross-repository semantic code intelligence for AI coding agents, from a local code graph.
mcpmeasured growthOpen source ↗
19GitHub stars+18 (+1800.0 %) - 20Active
Concord MCP
MCPCross-harness communication and shared work-state for AI coding agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add concord-mcp -- npx @concord-ai/concord-mcp302GitHub stars+58 (+23.8 %) - 21Active
cli
MCPOpen-source AI CLI and local MCP server connecting 25 clients—Claude Code, Cursor, Codex, ChatGPT, Hermes, and OpenClaw—to 2,000+ models/APIs, with OAuth and rollback.
githubmeasured growthOpen source ↗
119GitHub stars+35 (+41.7 %) - 22Active
Stockbit MCP
MCPIndonesian exchange (IDX) via your own Stockbit account: quotes, bandarmology, charts. Unofficial.
mcpmeasured growthOpen source ↗
Install
claude mcp add stockbit-mcp -- npx stockbit-mcp20GitHub stars+13 (+185.7 %) - 23Active
76% fewer MCP tokens in our standard benchmark. Same upstream call. Exact recovery.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-slim-guard -- npx mcp-slim-guard192GitHub stars+41 (+27.2 %) - 24Active
Generate Sass palettes, typography, elevations, and themes for Ignite UI components.
mcpmeasured growthOpen source ↗
Install
claude mcp add igniteui-theming -- npx igniteui-theming44GitHub stars+17 (+63.0 %) - 25Active
stockbit-mcp
MCPModel Context Protocol (MCP) server for Stockbit (Indonesian / IDX market) — broker summary / bandarmology, quotes, top movers, orderbook, fundamentals, sentiment, your portfolio, and your real chart. (Work In Progress)
githubmeasured growthOpen source ↗
23GitHub stars+11 (+91.7 %)