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Opik

mcp:comet-ml/opik-mcp

Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

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Verdict
Not analyzed

Indexed from the registries, but not analyzed yet. Lineage and listings below are current.

Package advisories 3

Known vulnerabilities and malicious-package reports (OSV) for the packages it installs or runs.

criticalGHSA-7f8r-222p-6f5gnpm/@modelcontextprotocol/inspector
MCP Inspector proxy server lacks authentication between the Inspector client and proxy
No version pinned · fixed in 0.14.1 · README.md:497
criticalGHSA-6xpm-ggf7-wc3pnpm/mcp-remote
mcp-remote exposed to OS command injection via untrusted MCP server connections
No version pinned · fixed in 0.1.16 · README.md:360
highGHSA-g9hg-qhmf-q45mnpm/@modelcontextprotocol/inspector
MCP Inspector is Vulnerable to Potential Command Execution via XSS When Connecting to an Untrusted MCP Server
No version pinned · fixed in 0.16.6 · README.md:497

Execution chain 500

What it calls, runs, installs, reads and writes, with the line that does it.

Environment variables 15

_OPIK_MCP_LIFECYCLE_OWNED_BY_MAIN
src/opik_mcp/analytics/boot_props.py:42 · write
_OPIK_MCP_LIFECYCLE_OWNED_BY_MAIN
src/opik_mcp/analytics/boot_props.py:48 · read
*
scripts/dev/install_branch.py:284 · copy
*
scripts/dev/install_branch.py:338 · all
<dynamic>
src/opik_mcp/analytics/environment.py:48 · read
CODESPACES
src/opik_mcp/analytics/environment.py:52 · read
COMET_URL_OVERRIDE
src/opik_mcp/__main__.py:163 · read
GITHUB_ACTIONS
src/opik_mcp/error_tracking.py:156 · read
GITPOD_WORKSPACE_ID
src/opik_mcp/analytics/environment.py:56 · read
OPIK_MCP_ANALYTICS_ENABLED
src/opik_mcp/__main__.py:150 · read
OPIK_MCP_ANALYTICS_SOURCE
src/opik_mcp/__main__.py:157 · read
OPIK_MCP_ANALYTICS_URL
src/opik_mcp/__main__.py:154 · read
OPIK_MCP_AS_URL
src/opik_mcp/analytics/boot_props.py:135 · read
OPIK_URL
src/opik_mcp/__main__.py:166 · read
PYTEST_CURRENT_TEST
src/opik_mcp/error_tracking.py:60 · read

Commands run 25

<dynamic>
scripts/dev/install_branch.py:141 · process
<dynamic>
scripts/dev/install_branch.py:175 · via:run
<dynamic>
scripts/dev/install_branch.py:287 · process
<dynamic>
src/opik_mcp/__main__.py:385 · via:run
<dynamic>
src/opik_mcp/__main__.py:438 · via:run
<dynamic>
src/opik_mcp/command_line.py:142 · via:run
<dynamic>
src/opik_mcp/read_list/list_tool.py:162 · via:run
claude mcp get {…}
scripts/dev/install_branch.py:164 · process
claude mcp remove -s {…} {…}
scripts/dev/install_branch.py:197 · via:run
claude mcp remove -s local {…}
scripts/dev/install_branch.py:170 · via:run
claude mcp remove -s user {…}
scripts/dev/install_branch.py:169 · via:run
git {…}
scripts/dev/install_branch.py:55 · process
git checkout --quiet --detach origin/main
scripts/dev/install_branch.py:226 · via:run
git fetch --quiet origin main
scripts/dev/install_branch.py:224 · via:run
git worktree add --quiet --detach {…} origin/main
scripts/dev/install_branch.py:228 · via:run
git worktree remove --force {…}
scripts/dev/install_branch.py:306 · via:run
ioreg -rd1 -c IOPlatformExpertDevice
src/opik_mcp/analytics/environment.py:271 · process
make version
scripts/dev/install_branch.py:151 · via:run
opik_mcp.server:build_app
src/opik_mcp/__main__.py:425 · via:run
ps -o comm= -p {…}
src/opik_mcp/analytics/process_ancestry.py:131 · process
ps -o ppid= -p {…}
src/opik_mcp/analytics/process_ancestry.py:202 · process
reg query HKLM\SOFTWARE\Microsoft\Cryptography /v MachineGuid
src/opik_mcp/analytics/environment.py:287 · process
tasklist /FI PID eq {…} /FO CSV /NH
src/opik_mcp/analytics/process_ancestry.py:150 · process
uv pip install --quiet --reinstall --python {…} {…}
scripts/dev/install_branch.py:154 · via:run
uv venv --quiet --allow-existing --python 3.13 {…}
scripts/dev/install_branch.py:152 · via:run

Files read 26

/proc/{…}
src/opik_mcp/analytics/process_ancestry.py:125 · read
/proc/{…}
src/opik_mcp/analytics/process_ancestry.py:185 · read
/proc/1/cgroup
src/opik_mcp/analytics/environment.py:85 · read
/usr/local/bin/
src/opik_mcp/analytics/environment.py:113 · literal
<dynamic>
scripts/build_skills_pack.py:151 · read
<dynamic>
scripts/build_skills_pack.py:184 · read
<dynamic>
scripts/build_skills_pack.py:216 · read
<dynamic>
scripts/dev/install_branch.py:255 · read
<dynamic>
scripts/dev/install_branch.py:265 · read
<dynamic>
scripts/dev/install_branch.py:347 · via:dogfood_run
<dynamic>
src/opik_mcp/analytics/environment.py:262 · read
<dynamic>
src/opik_mcp/analytics/identity.py:76 · read
<dynamic>
src/opik_mcp/analytics/process_ancestry.py:233 · via:_read_process_name
<dynamic>
src/opik_mcp/analytics/process_ancestry.py:277 · via:_read_parent_pid
<dynamic>
src/opik_mcp/analytics/process_ancestry.py:280 · via:_read_process_name
<dynamic>
src/opik_mcp/cost_intelligence/feature.py:25 · read
<dynamic>
src/opik_mcp/identity/account.py:126 · read
<dynamic>
src/opik_mcp/read_list/decorations.py:96 · via:load
<dynamic>
src/opik_mcp/skills_catalog.py:258 · read
<dynamic>
src/opik_mcp/skills_catalog.py:423 · via:load
<dynamic>
tests/hermetic/fixtures/__init__.py:32 · read
<dynamic>
tests/hermetic/fixtures/__init__.py:38 · via:load
<dynamic>
tests/hermetic/stub_spend.py:43 · via:load
kpi_cards
tests/hermetic/stub_backend.py:277 · via:load
oauth_introspection
tests/hermetic/stub_backend.py:254 · via:load
toggles
tests/hermetic/stub_backend.py:304 · via:load

Files written 14

{…}
scripts/dev/install_branch.py:154 · command
<dynamic>
scripts/build_skills_pack.py:152 · write
<dynamic>
scripts/build_skills_pack.py:256 · write
<dynamic>
scripts/build_skills_pack.py:282 · write
<dynamic>
scripts/build_skills_pack.py:292 · write
<dynamic>
scripts/build_skills_pack.py:315 · via:build_pack
<dynamic>
scripts/dev/install_branch.py:71 · write
<dynamic>
scripts/dev/install_branch.py:200 · via:_remove_tree
<dynamic>
scripts/dev/install_branch.py:245 · write
<dynamic>
scripts/dev/install_branch.py:311 · via:_remove_tree
<dynamic>
scripts/dev/install_branch.py:342 · via:dogfood_prepare
<dynamic>
src/opik_mcp/analytics/identity.py:81 · write
<dynamic>
src/opik_mcp/identity/account.py:156 · write
<dynamic>
src/opik_mcp/identity/account.py:161 · write

GitHub repositories 37

comet-ml/ccsync
scripts/skills_pack_readme.md.tmpl:86 · url
comet-ml/cost-intelligence-proxy
scripts/skills_pack_readme.md.tmpl:87 · url
comet-ml/opik
README.md:3 · url
comet-ml/opik
scripts/skills_pack_readme.md.tmpl:5 · url
comet-ml/opik
scripts/skills_pack_readme.md.tmpl:6 · url
comet-ml/opik
scripts/skills_pack_readme.md.tmpl:7 · url
comet-ml/opik
scripts/skills_pack_readme.md.tmpl:18 · url
comet-ml/opik
scripts/skills_pack_readme.md.tmpl:32 · url
comet-ml/opik
scripts/skills_pack_readme.md.tmpl:83 · url
comet-ml/opik
scripts/skills_pack_readme.md.tmpl:92 · url
comet-ml/opik
server.json:14 · url
comet-ml/opik
server.json:20 · url
comet-ml/opik-claude-code-plugin
scripts/skills_pack_readme.md.tmpl:85 · url
comet-ml/opik-mcp
CITATION.cff:13 · url
comet-ml/opik-mcp
legacy/typescript/MIGRATION.md:4 · url
comet-ml/opik-mcp
legacy/typescript/MIGRATION.md:16 · url
comet-ml/opik-mcp
legacy/typescript/MIGRATION.md:58 · url
comet-ml/opik-mcp
legacy/typescript/MIGRATION.md:96 · url
comet-ml/opik-mcp
legacy/typescript/MIGRATION.md:114 · url
comet-ml/opik-mcp
pyproject.toml:53 · url
comet-ml/opik-mcp
pyproject.toml:55 · url
comet-ml/opik-mcp
pyproject.toml:56 · url
comet-ml/opik-mcp
pyproject.toml:57 · url
comet-ml/opik-mcp
README.md:511 · url
comet-ml/opik-mcp
README.md:512 · url
comet-ml/opik-mcp
README.md:1057 · url
comet-ml/opik-mcp
scripts/skills_pack_readme.md.tmpl:28 · url
comet-ml/opik-mcp
server.json:9 · url
comet-ml/opik-mcp
src/opik_mcp/command_line.py:89 · url
comet-ml/opik-mcp
src/opik_mcp/command_line.py:93 · url
comet-ml/opik-skills
Makefile:140 · skills add
comet-ml/opik-skills
README.md:196 · skills add
comet-ml/opik-skills
README.md:241 · url
comet-ml/opik-skills
scripts/build_skills_pack.py:4 · skills add
comet-ml/opik-skills
scripts/skills_pack_readme.md.tmpl:37 · skills add
comet-ml/opik-skills
scripts/skills_pack_readme.md.tmpl:88 · url
comet-ml/opik-skills
src/opik_mcp/command_line.py:59 · skills add

Network calls 26

<dynamic>
src/opik_mcp/__main__.py:116 · call
<dynamic>
src/opik_mcp/__main__.py:120 · call
<dynamic>
src/opik_mcp/__main__.py:287 · call
<dynamic>
src/opik_mcp/__main__.py:422 · via:_preflight_bind_check
<dynamic>
src/opik_mcp/analytics/client.py:72 · call
<dynamic>
src/opik_mcp/analytics/client.py:73 · call
<dynamic>
src/opik_mcp/client/base.py:120 · call
<dynamic>
src/opik_mcp/client/errors/hints.py:28 · call
<dynamic>
src/opik_mcp/client/errors/hints.py:42 · call
<dynamic>
src/opik_mcp/client/errors/hints.py:47 · call
<dynamic>
src/opik_mcp/client/errors/hints.py:47 · via:address
<dynamic>
src/opik_mcp/client/errors/hints.py:50 · via:address
<dynamic>
src/opik_mcp/client/errors/hints.py:64 · via:address
<dynamic>
src/opik_mcp/client/errors/hints.py:65 · call
<dynamic>
src/opik_mcp/client/opik.py:101 · call
<dynamic>
src/opik_mcp/command_line.py:155 · via:no_api_at
<dynamic>
src/opik_mcp/command_line.py:162 · via:address
<dynamic>
src/opik_mcp/identity/account.py:191 · call
<dynamic>
src/opik_mcp/identity/oauth.py:93 · call
<dynamic>
src/opik_mcp/server/http/endpoints.py:38 · call
<dynamic>
src/opik_mcp/server/http/oauth.py:88 · call
github.com
src/opik_mcp/command_line.py:40 · url_literal
localhost
src/opik_mcp/client/errors/hints.py:66 · url_literal
localhost
src/opik_mcp/command_line.py:40 · url_literal
www.comet.com
src/opik_mcp/command_line.py:40 · url_literal
www.comet.com
src/opik_mcp/server/http/endpoints.py:35 · url_literal

Packages 31

npm:@modelcontextprotocol/inspector
README.md:497 · instructed
npm:add-mcp
README.md:356 · instructed
npm:mcp-remote
README.md:360 · instructed
npm:opik-mcp
legacy/typescript/DEPRECATED.md:8 · instructed
npm:opik-mcp
legacy/typescript/MIGRATION.md:1 · instructed
npm:opik-mcp
README.md:502 · instructed
npm:opik-mcp
README.md:509 · instructed
npm:skills
README.md:110 · instructed
npm:skills
README.md:196 · instructed
pypi:opik-mcp
legacy/typescript/DEPRECATED.md:8 · instructed
pypi:opik-mcp
legacy/typescript/MIGRATION.md:1 · instructed
pypi:opik-mcp
legacy/typescript/MIGRATION.md:109 · instructed
pypi:opik-mcp
README.md:108 · instructed
pypi:opik-mcp
README.md:117 · instructed
pypi:opik-mcp
README.md:128 · instructed
pypi:opik-mcp
README.md:506 · instructed
pypi:opik-mcp
README.md:509 · instructed
pypi:opik-mcp@0.0.0
server.json:36 · launch:server.json
pypi:opik-mcp@latest
README.md:45 · instructed
pypi:opik-mcp@latest
README.md:130 · instructed
pypi:opik-mcp@latest
README.md:166 · instructed
pypi:opik-mcp@latest
README.md:180 · instructed
pypi:opik-mcp@latest
README.md:267 · instructed
pypi:opik-mcp@latest
README.md:988 · instructed
pypi:opik@latest
legacy/typescript/MIGRATION.md:87 · instructed
pypi:opik@latest
README.md:31 · instructed
pypi:opik@latest
README.md:37 · instructed
pypi:opik@latest
README.md:185 · instructed
pypi:opik@latest
README.md:219 · instructed
pypi:opik@latest
README.md:255 · instructed
pypi:opik@latest
README.md:1010 · instructed

URLs 326

http://127.0.0.1
tests/hermetic/stub_backend.py:196
http://127.0.0.1:*
src/opik_mcp/config.py:178
http://localhost:*
src/opik_mcp/config.py:178
http://localhost:5173/api
legacy/typescript/MIGRATION.md:50
http://localhost:5173/api
README.md:141
http://localhost:5173/api
README.md:166
http://localhost:5173/api
README.md:267
http://localhost:5173/api
README.md:393
http://localhost:5173/api
README.md:416
http://localhost:5173/api
README.md:430
http://localhost:5173/api
README.md:439
http://localhost:5173/api
README.md:464
http://localhost:5173/api
README.md:487
http://localhost:5173/api
README.md:497
http://localhost:5173/api
README.md:923
http://localhost:5173/api
README.md:988
http://localhost:5173/api
README.md:1000
http://localhost:5173/api
server.json:57
http://localhost:5173/api
src/opik_mcp/client/errors/hints.py:66
http://localhost:5173/api
src/opik_mcp/command_line.py:87
http://localhost:5173/api
src/opik_mcp/command_line.py:88
http://localhost:5173/api/is-alive/ping
README.md:204
http://localhost:5173/api/is-alive/ping
src/opik_mcp/command_line.py:63
http://www.w3.org/2000/svg
legacy/typescript/docs/assets/logo-dark-mode.svg:1
http://www.w3.org/2000/svg
legacy/typescript/docs/assets/logo-light-mode.svg:1
https://…/experiments/
src/opik_mcp/read_list/uri.py:24
https://…/projects/
src/opik_mcp/read_list/uri.py:22
https://…/projects/
src/opik_mcp/read_list/uri.py:23
https://0b191296a0c2e1369da34e7d8fa85322@o168229.ingest.us.sentry.io/4511450607910912
src/opik_mcp/config.py:244
https://astral.sh/uv/install.sh
legacy/typescript/MIGRATION.md:40
https://astral.sh/uv/install.sh
README.md:124
https://chat.comet.com/
README.md:1059
https://comet.example.com
server.json:63
https://cursor.com/deeplink/mcp-install-dark.svg
README.md:78
https://cursor.com/en/install-mcp?name=opik-mcp&config=eyJ1cmwiOiJodHRwczovL3d3dy5jb21ldC5jb20vb3Bpay9hcGkvdjEvbWNwIn0%3D
README.md:78
https://dev.comet.com
README.md:922
https://docs.astral.sh/uv/
README.md:27
https://docs.astral.sh/uv/
README.md:120
https://doi.org/10.5281/zenodo.15411156
CITATION.cff:15
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Linked repositories 6

GitHub repositories it links to or installs from, and whether their names can be taken over.

comet-ml/ccsync
url · not tracked
comet-ml/cost-intelligence-proxy
url · not tracked
comet-ml/opik
url · not tracked
comet-ml/opik-claude-code-plugin
url · not tracked
comet-ml/opik-skills
url · no ownership changes
comet-ml/opik-skills
skills add · no ownership changes