MCP Observatory
6m ago Tracked 30,141 Last 6m ago 24h 2,057

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.

Every grade and permission flag here is an inferred review prompt, not a verdict — and each one is tagged by what backs it: attested, reported, or inferred.

Browse all servers →

tracked servers
30,141
github 29,261 · npm 736 · pypi 144
releases · 24h -185
2,057
2,242 in the prior 24h
active maintainers · 24h
504
aflordelis leads (94)
this hour
26
2,057 in last 24h window
release timeline · 7d 16489 releases
08-04 14:00 08-08 02:00 now
npm pypi github peak 220 @ 14:00
source breakdown 30,141 servers · 22,775 maintainers
  • npm 736 2.4%
  • pypi 144 0.5%
  • github 26,760 88.8%
  • gitlab 17 0.1%
  • smithery 178 0.6%
  • mcp.so 2,293 7.6%
  • clients 13 0.0%

top maintainers

  1. 1 CSOAI-ORG 357 servers
  2. 2 Br0ski777 101 servers
  3. 3 MukundaKatta 90 servers
  4. 4 clauxel 72 servers
  5. 5 sandraschi 69 servers
  6. 6 cognis-digital 46 servers
  7. 7 pipeworx-io 46 servers
  8. 8 matematicsolutions 44 servers
  9. 9 malkreide 41 servers
  10. 10 wyre-technology 41 servers
stream live · last 50 · times UTC
  1. github release gaffer-sh/mcp@mcp-v0.9.0
  2. npm publish samarth-gtm-mcp@1.473.1 99t
  3. github release hjqcan/GoodMemory@v0.7.3
  4. github release CodeAlive-AI/ai-driven-development@v8.0.0
  5. github new_repo mirastacklabs-ai/mirastack-redfish-mcp 0t
  6. github new_repo dilpreet92/coldtrail 0t
  7. github release letian940-prog/ns-mcp-china@v2.0.0
  8. github release SakuraByteCore/codexmate@v0.1.11
  9. github release Prompthon-IO/agent-systems-handbook@release-2026.08.11.1
  10. npm publish iclavue@11.1.21 0t
  11. github release iwanro/forgetmenot@v0.5.4
  12. github release shrec/AIWorkHub@v0.9.43
  13. github new_repo letian940-prog/ns-mcp-china 0t
  14. github new_repo Elvesora/acceptora-php 0t
  15. github new_repo davidlosasgonzalez/codeagent-mcp 0t
  16. github release Forest-Isle/Praxis@v0.4.0
  17. npm publish samarth-gtm-mcp@1.473.2 99t
  18. github release weihuaguo270-ops/react-agent@v0.6.0
  19. npm publish gitnexus@1.6.10-rc.191 0t
  20. github new_repo lechiffre-cfo/model-drops 0t
  21. github release madhusudan-kulkarni/computase@v0.1.0
  22. npm publish ctx7@0.5.8 0t
  23. github new_repo Atif1299/conductor-agent-ops 0t
  24. github new_repo incline-ltd/awesome-agentic-engineering 0t
  25. github new_repo gbrlpzz/eth-euler-hpc-mcp 10t
  26. github new_repo madhusudan-kulkarni/computase 5t
  27. github release trudenboy/ma-provider-mcp@v2.1.2
  28. npm publish @upstash/context7-mcp@4.0.1 2t
  29. github release xydadada/question-bank-template@v0.1.14
  30. github new_repo n-schilling/office_365_exporter 8t
  31. github release jfrog/opencode-jfrog-plugin@v0.2.0
  32. github release noviqtechnologies/vexa-agentwall@v1.0.31
  33. github new_repo n-jinfess/Turumba-Bikes 0t
  34. github new_repo kosli-dev/mcp-server 0t
  35. github new_repo ihint/merchant-context 0t
  36. github release DGouron/review-flow@reviewflow-v3.51.1
  37. github new_repo dev-manul/kartograf 0t
  38. npm publish samarth-gtm-mcp@1.473.3 99t
  39. code advisory bilkulsahi1235/agent-egress-bench
  40. github new_repo humuhumu33/pin-the-protocol 0t
  41. github new_repo manalejandro/mcp-ine 0t
  42. github new_repo noviqtechnologies/vexa-agentwall 0t
  43. npm publish gitnexus@1.6.10-rc.192 0t
  44. github release clay-run/agent-plugins@clay-cli-v0.2.0
  45. github release natejswenson/local-fitness@v0.60.2
  46. npm publish @bike4mind/cli@0.0.0-fix-purge-strips-orphaned-lake-prefix-tags-20260811135421 0t
  47. code advisory noviqtechnologies/vexa-agentwall
  48. github new_repo Chevron7Locked/lm-chat 0t
  49. github new_repo smeltworks-labs/peek-api
  50. github new_repo SANTIAGORF24/Analisisbtc
j down k up gg top G end
capability landscape inferred · enriched servers
30,136 enriched of 30,141 · 100%
11% verified 3,306 servers
90 drift · 24h 496 · 7d →
transport
stdio (none) streamable-http http sse
capability drift 8 recent
  • 8 high
  • 0 medium
  • 0 low

recent

cve overview 797 advisories · 161 in 30d · as of 1h ago · next check in 2h
HIGH: 330 (41.4%)MEDIUM: 297 (37.3%)CRITICAL: 124 (15.6%)LOW: 38 (4.8%)NONE: 8 (1.0%)797CVEs

454 critical / high

  • CRITICAL 124
  • HIGH 330
  • MEDIUM 297
  • LOW 38
  • NONE 8

recent

  • A scanned file could suppress its own findings by forging the analysis prompt frame…
    CRITICAL opena2a-org/hackmyagent
  • MCP server reads any file and writes to any directory (unconfined filesystem access)
    CRITICAL opena2a-org/hackmyagent
  • Duplicate report: literal pipe characters in argv could be reinterpreted as pipelin…
    MEDIUM tumf/mcp-shell-server
  • Literal pipe characters in argv could be reinterpreted as pipeline operators
    MEDIUM tumf/mcp-shell-server
  • Dev-mode UDFs bypass server sandbox denylist enabling unauthenticated filesystem or…
    LOW julien040/anyquery
  • Incomplete fix of GHSA-j4wj-p47h-f9cc - a third file-URI shape (file::http://host/a…
    MEDIUM julien040/anyquery
  • Remote query files executed through anyquery run can invoke local shell commands vi…
    HIGH julien040/anyquery
  • Server-mode sandbox arbitrary file write via ATTACH / VACUUM INTO with `?mode=memor…
    HIGH julien040/anyquery
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 07-13 07-20 07-27 08-03 08-10
camudo 479 498 367 412 51
aflordelis 67 211 475 350 144
brilliantdirectories-user 552 507 2 0 2
csreyes92 120 235 124 163 42
objectstack-ai 0 169 135 187 69
nifrajs 0 0 120 347 0
griffinwork40 120 72 122 100 28
isatimur 0 0 394 49 6
zhinjs 0 0 187 230 0
arnaudjnn 0 3 187 186 40
security signals 23,850 open

tool safety 13364

View tool safety →

naming 3

View naming →

licenses 10212

View licenses →

abandonment 271

View abandonment →
risk pulse 30,137 scored

243 elevated (D/E) 243

  • E · critical 17
  • D · high 226
  • C · elevated 3394
  • B · low 10069
  • A · minimal 16431
top movers · 7d 10 servers
mcp-agentgate-core npm ↑ +9900% 100
Zn070515/offipy github ↑ +2300% 24
matteo-sung/lockvet github ↑ +2100% 66
ucsandman/DashClaw github ↑ +1650% 35
hupe1980/agentplane github ↑ +1200% 13
emrecdr/devt github ↑ +1000% 22
davesheffer/hunch npm ↑ +1000% 11
kouroshez/coding-os github ↑ +1000% 11
JAIPilot/jaipilot github ↑ +850% 19
misospace/dispatch github ↑ +800% 9
discovery funnel new servers by first-seen
daily · 30d peak 415 @ Jul 30
  • 24h
    339
  • 7d
    2,490
  • 30d
    10,186