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
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 - 2Active
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 - 3Active
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 - 4Active
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 - 5Dormant
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 - 6Active
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 - 7Active
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 - 8Active
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 - 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
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 - 11Active
Flickies
MCPSelf-hosted MCP server: video lipsync, face restore, and ffmpeg ops (trim, concat, transcode).
mcpmeasured growthOpen source ↗
1GitHub stars+1 - 12Active
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 - 13Active
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 - 14Active
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 - 15Active
Local multi-client RAG server over the Model Context Protocol.
mcpmeasured growthOpen source ↗
Install
claude mcp add cortex -- uvx cortex-local-rag1GitHub stars+1 - 16Active
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 - 17Active
Connect your AI assistant to YNAB. Read-only by default, with reversible opt-in writes.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-server-for-ynab -- uvx mcp-server-for-ynab1GitHub stars+1 - 18Active
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 - 19Active
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 - 20Active
AI Agent Firewall. Enforce signed authority before consequential actions. Free API key required.
mcpmeasured growthOpen source ↗
Install
claude mcp add fidacy-mcp -- npx @fidacy/mcp1GitHub stars+1 - 21Active
Meeba Brain
MCPRepository knowledge graph MCP server for codebase understanding and debugging.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://meeba-context-mcp-469248886325.us-central1.run.app/mcp1GitHub stars+1 - 22Active
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 - 23Active
SpecMgr
MCPAn artifact manager for system specifications.
mcpmeasured growthOpen source ↗
Install
claude mcp add biz.dfch.specmgr -- uvx biz-dfch-specmgr1GitHub stars+1 - 24Active
SpecMgr
MCPAn artifact manager for system specifications.
mcpmeasured growthOpen source ↗
Install
claude mcp add biz-dfch-specmgr -- uvx biz-dfch-specmgr1GitHub stars+1 - 25Active
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