Skills/PyPI/agentflight-mcp

agentflight-mcp@1.2.0

VERIFIED· not started

Publisher claims: "AI Agent Black-Box Flight Recorder, Deterministic Trajectory Replay, Loop/Cost Circuit Breaker & MCP Tool-Smell Linter" Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry PyPI (MCP server)Publisher codesphere-u · publishing for 6 daysInstalls 0Last detonated 29 h ago
$claude mcp add agentflight-mcp -- uvx agentflight-mcp
WatchReport an issue

Coverage

Not started: dependency install failed; the server itself was not observed.
Tested
the dependency install step · every file read, file written and host contacted by what ran
Not tested
server startup · the tool list · tool behavior

What this means for the label: Verified here covers what ran. The server's tools were not exercised with a real credential, so nothing about their behavior is asserted; the credential summary below says what to do with that.

Before you give it your token

It will ask for
OPENANY_API_KEYConfiguration, not credentials: GITHUB_STEP_SUMMARY, OPENANY_BASE_URL, OPENANY_DEFAULT_MODEL, OPENANY_MAX_BUDGET_USD, OPENANY_MAX_RETRIES, OPENANY_MCP_URL, OPENANY_PARTNER_ID, OPENANY_REFERRAL_URL, OPENANY_TIMEOUT_SECONDS
Where it talks to
no vendor host named in the codeAlso openany.si — not the publisher's domain; check what for before connecting.
What the honeypot saw
no credential files read · no network
What we could not test
server startup · the tool list · tool behavior

Connect it with a scoped credential, under the guard, and read the third-party hosts first. The code names openany.si as well as its own vendor. The guard injects OPENANY_API_KEY only into requests to the host you bind (and its subdomains) and refuses the rest.

$vet-skills run --net declared -- uvx agentflight-mcp

Never paste a credential into a chat, a ticket or a report, including ours. How the guard holds it.

Is [email protected] safe to install?

KillerSkills ran it in the KillerSkills honeypot sandbox (2 scenarios; not started: dependency install failed; the server itself was not observed) on 2026-11-13 and scored it 84/100 (Verified). In what ran, nothing we could detect went wrong: no undeclared network egress, no credential reads, no persistent instruction writes. What it does with a real credential was not observed; the static findings and the publisher carry the rest of the score. Summary: no network, touches nothing outside the project, writes no memory.

Behavior trace

Honeypot run · 0 s · 2 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.2sprocessdependency install exit 1 ·
0.2sclaimednot started: dependency install failed (exit 1); the server itself was not observed
0.2sprocessscript backend runs setup only
0.2sprocessno install scripts to re-run

Static findings

HIGH
Access to sensitive file pathssrc/agentflight/providers/openany.py:129 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files"""Instantiate configuration from environment variables or .env file."""Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathssrc/agentflight/providers/openany.py:131 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Attempt to read local .env file without external dependenciesFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathssrc/agentflight/providers/openany.py:132 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesfor candidate in (Path.cwd() / ".env", Path.cwd().parent / ".env"):Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05

Cost to the agent

Instructions loaded
≈67 tok
1 file · 38 in bundle
Tool list per prompt
≈0 tok
0 tools · 0 per tool
Handshake
no reply
launch to tools/list, stdio
Undocumented tools
0
description under 20 chars · avg 0

Tokens estimated at four characters each. The tool list is re-read by the agent on every turn, so it is the number to compare between servers that do the same job: ranked across the index.

Known vulnerabilities

No advisories in OSV for agentflight-mcp@1.2.0 as of 28 h ago. This is the package itself, not its dependencies.