MCP Observatory
3m ago Tracked 26,528 Last 3m ago 24h 2,016

Model Context Protocol Observatory

A live tracker of the MCP server ecosystem — discovered across npm, PyPI, GitHub and the official registry, with releases, dependencies, and security signals updated as they happen.

Browse all servers →

tracked servers
26,528
github 25,714 · npm 675 · pypi 139
releases · 24h -674
2,016
2,690 in the prior 24h
active maintainers · 24h
464
camudo leads (55)
this hour
22
2,016 in last 24h window
release timeline · 7d 17346 releases
07-25 11:00 07-28 23:00 now
npm pypi github peak 231 @ 14:00
source breakdown 26,528 servers · 20,004 maintainers
  • npm 675 2.5%
  • pypi 139 0.5%
  • github 23,300 87.8%
  • smithery 158 0.6%
  • mcp.so 2,246 8.5%
  • clients 10 0.0%

top maintainers

  1. 1 CSOAI-ORG 352 servers
  2. 2 Br0ski777 101 servers
  3. 3 MukundaKatta 84 servers
  4. 4 clauxel 72 servers
  5. 5 pipeworx-io 65 servers
  6. 6 sandraschi 58 servers
  7. 7 cognis-digital 45 servers
  8. 8 matematicsolutions 44 servers
  9. 9 malkreide 41 servers
  10. 10 wyre-technology 40 servers
stream live · last 50 · times UTC
  1. code advisory fusengine/fuse-browser
  2. github release ApiliumCode/aingle@v0.9.1
  3. github release mziqudhd92/uhbs-standard@v4.3.6
  4. npm publish gitnexus@1.6.10-rc.138 0t
  5. github new_repo mziqudhd92/uhbs-standard 2t
  6. npm publish monotykamary/pi-fabric@0.31.1 0t
  7. github new_repo ITSWProj/claude-dispatch 0t
  8. github new_repo Waterkyuu/vimo-chat 0t
  9. code advisory Intellimetrics/llm-council
  10. code advisory SoftInstigate/restheart
  11. code advisory 273v/kaos-agents
  12. npm publish samarth-gtm-mcp@1.447.1 98t
  13. github release echoVic/blade-code@v0.6.3
  14. github release vstorm-co/pydantic-deepagents@0.3.41
  15. github new_repo 450571066/award-trip-agent 0t
  16. code advisory tylerbuilds/deepseek-harness
  17. github new_repo enpasos/skillpilot 0t
  18. code advisory muchiny/bridge-mcp
  19. github release ghozimahdi/gm-aiagent-plugins@ufil-v1.0.7
  20. code advisory memtomem/memtomem-stm
  21. github release go-steer/core-agent@v2.8.0-dev.5
  22. github release LeonAkasaka/UnionAir@v0.3.0
  23. github new_repo KunAgent/Kun 0t
  24. github resurrection Jimmycarroll2021/Brainmem
  25. github release mldsveda/PyScrappy@v1.3.6
  26. npm publish @tangle-network/agent-app@0.45.12 0t
  27. code advisory KunAgent/Kun
  28. github release arnaudjnn/billing-tools@v0.43.0
  29. github release verified vibgrate/cli@vibgrate-action/v2026.801.1
  30. github new_repo Mrshahidali420/facebook-web-mcp
  31. github new_repo Miraculix2050/LoxBerry-Plugin-MCP-Server
  32. github resurrection thenavidm/ai-website-starter-kit
  33. npm publish samarth-gtm-mcp@1.447.2 98t
  34. github release justrunme/ai-infra-control-plane@v0.2.0
  35. npm publish comfyui-mcp@0.48.29 173t
  36. npm publish daedalus-cli@3.3.0 0t
  37. github new_repo botaoishere/mcp-server-starter
  38. github new_repo justrunme/ai-infra-control-plane
  39. github new_repo wholegale39/agent-tracer 0t
  40. github new_repo its-me-prash/kleinanzeigen-reader 5t
  41. github new_repo LeonAkasaka/UnionAir 0t
  42. code advisory cjw0076/myworld
  43. npm publish instar@1.3.1100 13t
  44. github resurrection sandlong/openclacky-container
  45. code advisory KrakenNet/fathom
  46. github release dcc-mcp/dcc-mcp-unreal@v0.2.11
  47. code advisory integratedotdev/typescript-sdk
  48. github new_repo haoyucheng369-gif/enterprise-ai-document-assistant
  49. github resurrection maximf71/1C_MCP_Configurator
  50. github new_repo antibrow/anti-detect-browser-skills
j down k up gg top G end
capability landscape inferred · enriched servers
26,523 enriched of 26,528 · 100%
12% verified 3,095 servers
204 drift · 24h 2,000 · 7d →
transport
stdio (none) http streamable-http sse
capability drift 8 recent
  • 8 high
  • 0 medium
  • 0 low

recent

cve overview 553 advisories · 125 in 30d · as of 53m ago · next check in 3h
HIGH: 219 (39.6%)MEDIUM: 204 (36.9%)CRITICAL: 91 (16.5%)LOW: 23 (4.2%)NONE: 16 (2.9%)553CVEs

310 critical / high

  • CRITICAL 91
  • HIGH 219
  • MEDIUM 204
  • LOW 23
  • NONE 16

recent

maintainer activity · 30d 10 maintainers
Release counts per maintainer over the last 30 days, grouped into 7-day buckets. Rows are maintainers; columns are date ranges within the window (oldest on the left, most recent on the right).
Maintainer 07-03 07-10 07-17 07-24 07-31
camudo 119 335 612 338 95
aflordelis 377 138 173 375 105
brilliantdirectories-user 62 384 673 2 2
csreyes92 76 168 216 111 2
samarthanalytics-sj 200 113 84 75 17
griffinwork40 76 170 54 82 36
jkheadley 72 56 73 154 23
edgardurand 96 104 27 96 6
AceDataCloud 99 51 44 114 13
carta 96 76 73 63 9
security signals 18,208 open

tool safety 8606

View tool safety →

naming 3

View naming →

licenses 9371

View licenses →

abandonment 228

View abandonment →
risk pulse 26,524 scored

396 elevated (D/E) 396

  • E · critical 17
  • D · high 379
  • C · elevated 2665
  • B · low 8530
  • A · minimal 14933
top movers · 7d 10 servers
arnaudjnn/billing-tools github ↑ +3400% 35
mldsveda/PyScrappy github ↑ +1700% 18
MathiasPaulenko/wavexis-mcp github ↑ +1600% 17
nagameTW/mcp-server-malcolm github ↑ +1500% 16
Opita-Code/dark-memory-mcp github ↑ +1400% 15
xpzouying/xiaohongshu-mcp github ↑ +1150% 25
bschlaack/Orynivo github ↑ +1100% 12
zlatko-lakisic/agentic-orchestration github ↑ +1050% 23
getmunin/munin github ↑ +1000% 11
frsorrentino/chrome-bridge github ↑ +900% 10
discovery funnel new servers by first-seen
daily · 30d peak 405 @ Jul 30
  • 24h
    342
  • 7d
    2,574
  • 30d
    10,127