Skills/PyPI/ogham-mcp

ogham-mcp@0.19.1

CAUTION· not started

Publisher claims: "Shared memory MCP server — persistent, searchable, cross-client" Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry PyPI (MCP server)Publisher ogham-mcp · publishing for 243 daysInstalls 327Last detonated 24 h ago
What would fix thisWatchDispute verdict

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: Caution 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
ANTHROPIC_API_KEYDATABASE_URLGEMINI_API_KEYGITHUB_TOKENGOOGLE_API_KEYLINEAR_API_TOKENMISTRAL_API_KEYOGHAM_COMPILE_MAX_TOKENSOPENAI_API_KEYSLACK_BOT_TOKENTELEGRAM_BOT_TOKENVOYAGE_API_KEYConfiguration, not credentials: OGHAM_ACTIVATION_DAMPING, OGHAM_BENCH_MODE, OGHAM_BENCH_RAW, OGHAM_BOOT_WARMUP, OGHAM_CONFLICT_THRESHOLD, OGHAM_CONFLICT_TIMEOUT_MS, OGHAM_EXTRACT_MODEL, OGHAM_EXTRACT_PROVIDER, OGHAM_POOL_MAX, OGHAM_POOL_MIN, OGHAM_PROFILE, OGHAM_RETRY_FAST, OGHAM_VLLM_URL, OLLAMA_HOST, OLLAMA_URL, SUPABASE_KEY, SUPABASE_URL
Where it talks to
ogham-mcp.dev (its own)Also linear.app, slack.com, groq.com, mistral.ai, openrouter.ai, unpkg.com, voyageai.com, google.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 linear.app, slack.com, groq.com, mistral.ai, openrouter.ai, unpkg.com, voyageai.com, google.com as well as its own vendor. The guard injects ANTHROPIC_API_KEY, DATABASE_URL, GEMINI_API_KEY, GITHUB_TOKEN, GOOGLE_API_KEY, LINEAR_API_TOKEN, MISTRAL_API_KEY, OGHAM_COMPILE_MAX_TOKENS, OPENAI_API_KEY, SLACK_BOT_TOKEN, TELEGRAM_BOT_TOKEN, VOYAGE_API_KEY only into requests to ogham-mcp.dev (and its subdomains) and refuses the rest.

$vet-skills run --secrets ANTHROPIC_API_KEY=ogham-mcp.dev,DATABASE_URL=ogham-mcp.dev,GEMINI_API_KEY=ogham-mcp.dev,GITHUB_TOKEN=ogham-mcp.dev,GOOGLE_API_KEY=ogham-mcp.dev,LINEAR_API_TOKEN=ogham-mcp.dev,MISTRAL_API_KEY=ogham-mcp.dev,OGHAM_COMPILE_MAX_TOKENS=ogham-mcp.dev,OPENAI_API_KEY=ogham-mcp.dev,SLACK_BOT_TOKEN=ogham-mcp.dev,TELEGRAM_BOT_TOKEN=ogham-mcp.dev,VOYAGE_API_KEY=ogham-mcp.dev -- uvx ogham-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 73/100 (Caution). It is not known to be malicious, but it has behaviour or code a security policy should decide on before install. Notable findings: Access to sensitive file paths; Collapsed <details> block carrying instructions; Access to sensitive file paths. 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
0.1sprocessdependency install exit 1 ·
0.1sclaimednot 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/ogham/config.py:43 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesfiles.append(".env")Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Collapsed <details> block carrying instructionsREADME.md:599 · Collapsed <details> block carrying instructions<summary><b>Obsidian export</b></summary> Snapshot your wiki layer to a folder of Obsidian-compatible markdown files. One `.md` per topic with full YAML frontmaFix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Access to sensitive file pathssrc/ogham/init_wizard.py:689 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# .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 pathssrc/ogham/config.py:42 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesif Path(".env").exists():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:140 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# benchmark .env files, research notes, claude metadata, or experimentalFix: 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/ogham/config.py:41 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Project-level .env (highest priority)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/ogham/database.py:109 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesf"(b) swap EMBEDDING_DIM={actual_dim} in .env to match the applied schema. "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/ogham/cli.py:547 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesenv_file = Path.home() / ".ogham" / ".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:164 · 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 pathssrc/ogham/config.py:48 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesreturn tuple(files) if files else (".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 pathssrc/ogham/config.py:39 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files"""Find env files: project .env first, then ~/.ogham/config.env as fallback."""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 actionsrc/ogham/init_wizard.py:376 · File type combined with upload action — agent may exfiltrate local data filesfilename = "schema.sql" if backend == "supabase" else "schema_postgres.sql"Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
HIGH
Access to sensitive file pathssrc/ogham/init_wizard.py:697 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files"project": ".env in current directory",Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
Process kill commandsrc/ogham/claude_code_import.py:89 · Process kill command — agent can terminate processesare logged at WARNING -- a single bad file doesn't kill the walk.Fix: Build commands from fixed arguments; do not interpolate untrusted strings into a shell.
AST05
HIGH
Access to sensitive file pathssrc/ogham/init_wizard.py:727 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesconsole.print(" [yellow]Add .env to your .gitignore -- it contains API keys.[/yellow]")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/ogham/tools/stats.py:38 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesconfig_sources.append("environment variables only (no .env file found)")Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
Python subprocess execution detectedsrc/ogham/importers/beads.py:21 · Python subprocess execution detectedproc = subprocess.run(args, cwd=cwd, capture_output=True, text=True) # noqa: S603Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
File type combined with upload actionsrc/ogham/cli.py:1399 · File type combined with upload action — agent may exfiltrate local data filesoutput: str = typer.Option("docs/openapi.json", help="Output file path"),Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
LOW
Instructs the agent to modify its persistent memory or instruction filessrc/ogham/hooks.py:644 · Instructs the agent to modify its persistent memory or instruction files · informational: not an instruction file# single most common row in the store came from: an edit to MEMORY.mdFix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Access to sensitive file pathssrc/ogham/init_wizard.py:724 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesenv_path = 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 pathssrc/ogham/server.py:39 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system fileslogger.error("Check your database configuration in .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 pathssrc/ogham/init_wizard.py:694 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files"""Write config to ~/.ogham/config.env (global) or .env (project)."""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/ogham/tools/stats.py:31 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesenv_file = Path(".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 pathssrc/ogham/llm.py:96 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Fall back to settings (loaded from .env / ~/.ogham/config.env viaFix: 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 actionpyproject.toml:136 · File type combined with upload action — agent may exfiltrate local data files"sql/schema_postgres.sql" = "ogham/sql/schema_postgres.sql"Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
MCP server using network transport (SSE/HTTP)src/ogham/init_wizard.py:560 · MCP server using network transport (SSE/HTTP) — data sent over network# Antigravity uses mcpServers but "serverUrl" instead of "url" for SSEFix: Namespace tool names and keep tool descriptions literal; no instructions to the agent inside them.
AST04

Cost to the agent

Instructions loaded
≈51 tok
1 file · 81 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 ogham-mcp@0.19.1 as of 23 h ago. This is the package itself, not its dependencies.

What would make this Verified

7 points to 80 · weights: behavior 45%, static 25%, prompt 15%, publisher 15%
  1. Unclaimed publisher≈ +8 on the totalClaim ogham-mcp: a verified publisher gets +50 on publisher trust. It is free and usually instant with GitHub sign-in.
  2. Hidden instructions≈ +6 on the totalRemove HTML comments, zero-width characters and white-on-white text that carry instructions. Everything the agent is meant to read should be visible to the person reading the file.
  3. Access to sensitive file paths≈ +4 on the totalStop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
  4. File type combined with upload action≈ +2 on the totalRemove the call, or declare the host in frontmatter and explain in the README what is sent and why.
  5. Process kill command≈ +2 on the totalBuild commands from fixed arguments; do not interpolate untrusted strings into a shell.
  6. Python subprocess execution detected≈ +2 on the totalBuild commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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ogham-mcp@0.19.1 safety verdict: Caution (not started) — KillerSkills