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
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 %) - 13Active
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 %) - 14Active
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 %) - 15Active
arr-mcp
MCPOne MCP server for the whole media stack: Radarr, Sonarr, Prowlarr, Bazarr, Jellyfin, Seerr
mcpmeasured growthOpen source ↗
38GitHub stars+22 (+137.5 %) - 16Active
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 %) - 17Active
Perenna
MCPA lightweight, Git-backed permanent memory for AI agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add perenna -- uvx perenna36GitHub stars+18 (+100.0 %) - 18Active
Kivgraph
MCPCross-repository semantic code intelligence for AI coding agents, from a local code graph.
mcpmeasured growthOpen source ↗
19GitHub stars+18 (+1800.0 %) - 19Active
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 %) - 20Active
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 %) - 21Active
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 %) - 22Active
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 %) - 23Active
Turn one line-art image into a prompt-directed, hand-drawn scribe animation MP4.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://scribble.boringstuff.club/mcp16GitHub stars+11 (+220.0 %) - 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 %)