Skills/Glama/flowforge-mcp

flowforge-mcp@0.2.0

VERIFIED· not started

Publisher claims: "Enables coding agents like Claude Code, Codex, and Claude Desktop to control the Realbotics FlowForge voice-agent platform, so users can build and test AI phone agents, place calls, run campaigns, and manage numbers and knowledge bases directly from a chat. It exposes 48 curated tools plus a generic request tool that reaches all 160 External API endpoints, with dry-run previews guarding actions that dial, spend money, or delete resources." Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry GlamaPublisher realboticscorp · publishing for 7 daysInstalls 0Last detonated 7d ago
$npx skills add flowforge-mcp
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Coverage

Not started: dependency install failed; the server itself was not observed.
Tested
install scripts, with decoy credentials in place · second launch with the clock 45 days ahead · 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

Code inventory arrives with this version's next honeypot run.
It will ask for
unknown until the next run
Where it talks to
unknown until the next run
What the honeypot saw
no credential files read · no network
What we could not test
server startup · the tool list · tool behavior

Not enough was observed to say yet. Not started: dependency install failed; the server itself was not observed. This version's code has not been inventoried for credentials and hosts either; both arrive with its next honeypot run (popular servers first). `vet-skills try flowforge-mcp` runs it now and prints the full answer.

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 (3 scenarios; not started: dependency install failed; the server itself was not observed) on 2026-11-07 and scored it 80/100 (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 · 3 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessexec /usr/bin/dirname
0.0sprocessexec /usr/bin/date
0.0sprocessexited 2: error: no API key. Set FLOWFORGE_API_KEY (create one in the FlowForge dashboard under Settings -> API Keys).
0.1sprocessdependency install exit 1
0.2sprocessexec /usr/bin/date
0.2sprocessexec /usr/bin/timeout
0.2sprocessexec .venv/bin/flowforge-mcp
0.2sclaimedno tools/list reply (exit 0)
0.2sprocessscript backend runs setup only
0.2sprocesssecond launch, clock +45 days, CI unset
0.2sprocessexec /usr/bin/faketime
0.2sprocessexec /usr/bin/dirname
0.2sprocessexec /usr/bin/date
0.2sprocessexited 2: error: no API key. Set FLOWFORGE_API_KEY (create one in the FlowForge dashboard under Settings -> API Keys).

Static findings

LOW
Coercive compliance languageskills/flowforge/references/coding-against-api.md:30 · Coercive compliance language · informational: not an instruction file · informational: not an instruction file · informational: not an instruction fileplaintext. Use the slash; if you must follow redirects, force https and re-attachFix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Access to sensitive file pathsskills/goal-based-voice-agent/SKILL.md:379 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files- [ ] `FLOWFORGE_API_KEY` set in `.env` and not committedFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathsskills/goal-based-voice-agent/SKILL.md:40 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files- Default to whatever credentials already exist in the workspace `.env` (`VAPI_API_KEY` vs `FLOWFORGE_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 pathsflowforge_mcp/tools/uploads.py:27 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Dotfiles/dot-dirs (~/.ssh, ~/.aws, .env, ...) hold secrets; neverFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathsskills/goal-based-voice-agent/SKILL.md:251 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesAllow iterative refinement of either artifact. Ask which org the agent belongs in: **VAPI Org** (for VAPI deployments) or confirm the **FlowForge org** (for FlowForge deployments — verify `FLOWFORGE_AFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
MCP server using network transport (SSE/HTTP)flowforge_mcp/data/openapi.json:1 · MCP server using network transport (SSE/HTTP) — data sent over network{"openapi":"3.1.0","info":{"title":"API Reference","version":"1.0.0"},"paths":{"/api/v1/external/assistants/":{"get":{"operationId":"externalApi_list_assistants_api_v1_external_assistants__get","summaFix: Namespace tool names and keep tool descriptions literal; no instructions to the agent inside them.
AST04
MEDIUM
File type combined with upload actionflowforge_mcp/data/openapi.json:1 · File type combined with upload action — agent may exfiltrate local data files{"openapi":"3.1.0","info":{"title":"API Reference","version":"1.0.0"},"paths":{"/api/v1/external/assistants/":{"get":{"operationId":"externalApi_list_assistants_api_v1_external_assistants__get","summaFix: 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 pathsskills/goal-based-voice-agent/SKILL.md:350 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files1. **Confirm API key** — Confirm `FLOWFORGE_API_KEY` is set in the project `.env`. Never hardcode.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
≈20,567 tok
5 files · 80 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

Vulnerability advisories (OSV) cover npm and PyPI packages; this registry has no advisory database.