Skills/PyPI/ragnet-mcp

ragnet-mcp@0.2.0

VERIFIED· not started

Publisher claims: "Documentation RAG pipeline with a Textual dashboard and MCP server" Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry PyPI (MCP server)Publisher pypi · publishing for 724 daysInstalls 53Last detonated 1 h ago
$claude mcp add ragnet-mcp -- uvx ragnet-mcp
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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
CHUNK_MIN_TOKENSCHUNK_TARGET_TOKENSGITHUB_TOKENOPENAI_API_KEYQDRANT__SERVICE__API_KEYConfiguration, not credentials: CHUNK_MAX_SIZE, CHUNK_MIN_SIZE, CHUNK_PROCESS_BATCH_SIZE, CRAWLER_CACHE_MODE, CRAWLER_MAX_CONCURRENT, CRAWLER_MEMORY_CHECK_INTERVAL, CRAWLER_MEMORY_RECOVERY_PERCENT, CRAWLER_MEMORY_THRESHOLD_PERCENT, CRAWLER_MEMORY_WAIT_TIMEOUT, CRAWLER_PAGE_TIMEOUT, CRAWLER_WORD_COUNT_THRESHOLD, LOG_FILE, LOG_FORMAT, OPENAI_EMBEDDING_DIM, OPENAI_EMBEDDING_MODEL, OPENAI_MAX_RETRIES, OPENAI_MODEL, OPENAI_TIMEOUT, QDRANT_COLLECTION, QDRANT_TIMEOUT, QDRANT_URL, RAGNET_ENV_PATH, RAGNET_HOST, RAGNET_PORT, SPARSE_EMBED_BATCH_SIZE
Where it talks to
no vendor host named in the codeAlso crawl4ai.com, site.com — 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 crawl4ai.com, site.com as well as its own vendor. The guard injects CHUNK_MIN_TOKENS, CHUNK_TARGET_TOKENS, GITHUB_TOKEN, OPENAI_API_KEY, QDRANT__SERVICE__API_KEY only into requests to the host you bind (and its subdomains) and refuses the rest.

$vet-skills run --net declared -- uvx ragnet-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 2026-11-15 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 pathsqdrant_admin_utils/delete_by_id.py:18 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Load environment variables from .env fileFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathscli.py:162 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files- Create/update the .env fileFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathsenv_utils.py:47 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files"""Read a .env file into a dictionary."""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 pathscli.py:111 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files"""Write env dict to .env file, preserving structure from example."""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 pathsenv_utils.py:19 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesmodule_env = Path(__file__).resolve().parent / ".env"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 pathsenv_utils.py:26 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files"""Load a .env file into the process environment if present."""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 pathscli.py:206 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Write .env fileFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathsenv_utils.py:16 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filescwd_env = Path.cwd() / ".env"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 pathspyproject.toml:50 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files".env",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 pathscli.py:99 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files"""Read existing .env file into a dict."""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 pathsqdrant_admin_utils/clean_source_contamination.py:25 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Load environment variables from .env fileFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathsenv_utils.py:10 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files"""Resolve the .env path using overrides and defaults."""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 pathscli.py:26 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesENV_FILE = PROJECT_ROOT / ".env"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 pathsqdrant_admin_utils/clean_source_contamination.py:41 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system fileslog_info("Please make sure your .env file contains QDRANT__SERVICE__API_KEY")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 pathsqdrant_admin_utils/delete_by_status.py:56 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system fileslog_info("Please make sure your .env file contains QDRANT__SERVICE__API_KEY")Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
Python subprocess execution detectedcli.py:214 · Python subprocess execution detectedresult = subprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedcli.py:66 · Python subprocess execution detectedresult = subprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedcli.py:43 · Python subprocess execution detectedresult = subprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
HIGH
Access to sensitive file pathsqdrant_admin_utils/delete_by_source.py:47 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system fileslog_info("Please make sure your .env file contains QDRANT__SERVICE__API_KEY")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 pathsragnet.py:25 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesload_dotenv(dotenv_path=Path(__file__).resolve().parent / ".env")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 pathsscreens/setup_wizard.py:20 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files"""Modal screen that writes required env vars to .env."""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 pathsqdrant_admin_utils/list_sources.py:47 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system fileslog_info("Please make sure your .env file contains QDRANT__SERVICE__API_KEY")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 pathsqdrant_admin_utils/delete_by_status.py:20 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Load environment variables from .env fileFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
Python subprocess execution detectedcli.py:34 · Python subprocess execution detectedresult = subprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
HIGH
Access to sensitive file pathsqdrant_admin_utils/delete_by_source.py:20 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Load environment variables from .env fileFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathsqdrant_admin_utils/delete_by_id.py:51 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system fileslog_info("Please make sure your .env file contains QDRANT__SERVICE__API_KEY")Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
File type combined with upload actionscripts/filter_sitemap.py:52 · File type combined with upload action — agent may exfiltrate local data filesprint("Usage: python filter_sitemap.py <input.xml> [output.xml]")Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
Python subprocess execution detectedcli.py:56 · Python subprocess execution detectedresult = subprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
HIGH
Access to sensitive file pathsqdrant_admin_utils/delete_missing_content.py:52 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system fileslog_info("Please make sure your .env file contains QDRANT__SERVICE__API_KEY")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 pathsqdrant_admin_utils/delete_missing_content.py:19 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Load environment variables from .env fileFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathsqdrant_utils.py:21 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system fileslogger.warning("python-dotenv not installed; skipping .env loading")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 pathsqdrant_admin_utils/list_sources.py:20 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Load environment variables from .env fileFix: 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
≈52 tok
1 file · 73 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 ragnet-mcp@0.2.0 as of 55 min ago. This is the package itself, not its dependencies.