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.
Radar filters
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
Metmuseum
MCPThe Metropolitan Museum of Art Collection MCP.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/metmuseum/mcp1GitHub stars+1 - 2Active
Amtrak
MCPAmtrak MCP — live Amtrak train tracking via the community Amtraker API
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/amtrak/mcp1GitHub stars+1 - 3Dormant
Spark SQL
MCPQuery Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.
mcpmeasured growthOpen source ↗
Install
claude mcp add spark-sql-mcp-server -- uvx spark-sql-mcp-server1GitHub stars+1 - 4Active
Bhagavad Gita MCP — Hindu scripture / Vedic text.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/bhagavad-gita/mcp1GitHub stars+1 - 5Active
art
MCPArt MCP — Metropolitan Museum of Art Collection API (free, no auth)
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/art/mcp1GitHub stars+1 - 6Active
words
MCPWords MCP — wraps Datamuse API (free, no auth required)
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/words/mcp1GitHub stars+1 - 7Active
Flickies
MCPSelf-hosted MCP server: video lipsync, face restore, and ffmpeg ops (trim, concat, transcode).
mcpmeasured growthOpen source ↗
1GitHub stars+1 - 8Active
CodePic
MCPAI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://codepic.cc/api/mcp/mcp1GitHub stars+1 - 9Active
Pushary
MCPReach a human from a running agent. Approvals on the lock screen, plus a cross-agent audit trail.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://pushary.com/api/mcp/mcp1GitHub stars+1 - 10Active
EU Funding & Tenders Portal (SEDIA search API) MCP.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/eu-funding-tenders/mcp1GitHub stars+1 - 11Active
Firecrawl
MCPFirecrawl MCP — wraps the Firecrawl API (firecrawl.dev) for web
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/firecrawl/mcp1GitHub stars+1 - 12Active
dictionary
MCPDictionary MCP — wraps Free Dictionary API (free, no auth)
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/dictionary/mcp1GitHub stars+1 - 13Active
Scan any website or MCP server for agent-trust-readiness; returns a signed, verifiable scorecard.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://api.isittrustready.ai/mcp1GitHub stars+1 - 14Active
gutendex
MCPGutendex MCP — wraps Gutendex API for Project Gutenberg books (free, no auth)
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/gutendex/mcp1GitHub stars+1 - 15Active
Hosted markdown project wikis your team's AI assistants read, search, and update over MCP.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://getagentwiki.com/mcp1GitHub stars+1 - 16Active
SpecMgr
MCPAn artifact manager for system specifications.
mcpmeasured growthOpen source ↗
Install
claude mcp add biz.dfch.specmgr -- uvx biz-dfch-specmgr1GitHub stars+1 - 17Active
HEA-Bench
MCPHigh-entropy alloy and oxide descriptors, phase rules, corpus, properties, and design tools.
mcpmeasured growthOpen source ↗
Install
claude mcp add hea-bench -- uvx hea-bench1GitHub stars+1 - 18Active
Track what 1,000+ VCs follow on X to surface startups before their round. Signal for AI agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add frontrun-mcp-server -- npx frontrun-mcp-server1GitHub stars+1 - 19Active
Estonian Business Register: companies, people, beneficial owners, trademarks. Free, no API key.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://nimistu.ee/api/mcp1GitHub stars+1 - 20Active
Estonian public-authority document registers: one search across all, docs linked to companies.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://dokumendiregister.ee/api/dokreg-mcp/mcp1GitHub stars+1 - 21Active
Rhizome MCP
MCPLocal-first MCP server for task tracking and coordination of autonomous AI coding agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add rhizome-mcp -- npx rhizome-mcp1GitHub stars+1 - 22Active
CUDA-Q Docs
MCPCUDA-Q docs, API reference, and runnable examples for AI agents, pinned to your installed version.
mcpmeasured growthOpen source ↗
Install
claude mcp add cudaq-docs-mcp -- uvx cudaq-docs-mcp1GitHub stars+1 - 23Active
Tender MCP
MCPGovernment tender search for AI agents. UK, EU and US procurement opportunities.
mcpmeasured growthOpen source ↗
Install
claude mcp add tender-mcp -- npx tender-mcp1GitHub stars+1 - 24Active
AI video clipping MCP: long videos and podcasts into scored, captioned 9:16 shorts.
mcpmeasured growthOpen source ↗
Install
claude mcp add katto-mcp -- npx katto-mcp1GitHub stars+1 - 25Active
A real timeline video editor for AI agents: journaled edits, FFmpeg/MLT rendering, exports
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://mcpcut.com/mcp1GitHub stars+1