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
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 - 2Active
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 - 3Active
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 - 4Active
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 - 5Active
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 - 6Active
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 - 7Active
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 - 8Active
Monitor MCP servers, API contracts and AI outputs for schema drift. Alerts on breaking changes.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://fixzi.ai/api/mcp1GitHub stars+1 - 9Active
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 - 10Active
Swiss Register of Buildings and Dwellings (GWR/RegBL): EGID/EWID lookup, geocoding, housing stats
mcpmeasured growthOpen source ↗
Install
claude mcp add swiss-housing-mcp -- uvx swiss-housing-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
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 - 13Active
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 - 14Active
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 - 15Active
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 - 16Active
Trust infrastructure for AI agents: read a verifiable Trust Rating, claim an identity, earn a badge.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://api.mnemom.ai/mcp?profile=directory1GitHub stars+1 - 17Active
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 - 18Active
SpecMgr
MCPAn artifact manager for system specifications.
mcpmeasured growthOpen source ↗
Install
claude mcp add biz-dfch-specmgr -- uvx biz-dfch-specmgr1GitHub stars+1 - 19Active
SpecMgr
MCPAn artifact manager for system specifications.
mcpmeasured growthOpen source ↗
Install
claude mcp add biz.dfch.specmgr -- uvx biz-dfch-specmgr1GitHub stars+1 - 20Active
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 - 21Active
Search the Couchbase documentation from your MCP client via a hosted documentation agent.
mcpmeasured growthOpen source ↗
Install
claude mcp add couchbase-guru -- uvx couchbase-guru1GitHub stars+1 - 22Dormant
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 - 23Active
ARGUS-3 stdio MCP with WARDEN firewall: argus_ask, argus_status, argus_capabilities.
mcpmeasured growthOpen source ↗
Install
claude mcp add argus3 -- npx @alexar76/argus31GitHub stars+1 - 24Active
MCP server exposing a live Dwarf Fortress fort to an AI agent as curated, semantic tools
mcpmeasured growthOpen source ↗
Install
claude mcp add dfhack-mcp -- npx dfhack-mcp1GitHub stars+1 - 25Active
Attach weapons and props to rigged 3D characters: hand-bone detection, fist close, engine binds.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp -- npx @gripforgeai/mcp1GitHub stars+1