swaggbot (TechBloom-ai/swaggbot) is an MCP server listed on the M8ven Trust Index. It scores 54 out of 100, grade D. It declares 10 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
D
Caution
54/100

swaggbot

Transforms Swagger/OpenAPI documented APIs into conversational interfaces, enabling natural language interaction with APIs through an MCP server for use with AI assistants.

→ TechBloom-ai/swaggbot· listed on glama

Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

TechBloom-ai

Source: Glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

⚡ Connect GitHub for Live Monitored

Install from

Glamanot scored here

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
🚨
Known vulnerabilities in dependencies: 4 critical, 19 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
🔐
You'll be asked for 6 credentials: ANTHROPIC_API_KEY, APP_PASSWORD, ENCRYPTION_KEY, MOONSHOT_API_KEY, OPENAI_API_KEY, SESSION_SECRET
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// tools this server exposes10 tools

These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.

swaggbot_create_session

Create a new API session from a Swagger/OpenAPI URL

swaggbot_list_sessions

List all available API sessions

swaggbot_delete_session

Delete an API session

swaggbot_chat

Send a message to Swaggbot to interact with an API

swaggbot_create_workflow

Create a multi-step workflow from a natural language description. Returns the planned workflow steps without executing them. Use swaggbot_execute_workflow to run the workflow.

swaggbot_list_workflows

List all workflows for a session

swaggbot_execute_workflow

Execute a previously created workflow by its ID. The workflow will run all steps sequentially.

swaggbot_list_endpoints

List all available API endpoints for a session with their parameters and descriptions. Use this to discover what operations are available.

swaggbot_execute_endpoint

Execute a specific API endpoint with automatic parameter validation. Use swaggbot_list_endpoints first to discover available endpoints and their parameters.

swaggbot_set_auth_token

Manually set the authentication token for a session. Use this after login to save the access token so subsequent requests are authenticated.

// known CVEs in dependencies4 critical19 high9 medium9 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

criticalnext@16.1.6GHSA-2xp9-vwfh-vxw4

Next.js: Unauthenticated Remote Code Execution in Image Optimization API when AVIF files are used

criticalnext@16.1.6GHSA-p293-qw3h-jr36

Next.js: Unauthenticated Remote Code Execution on windows-hosted servers

criticalshell-quote@1.8.3GHSA-w7jw-789q-3m8p

shell-quote quote() does not escape newlines in object .op values

criticalvitest@4.0.18GHSA-5xrq-8626-4rwp

When Vitest UI server is listening, arbitrary file can be read and executed

highdrizzle-orm@0.45.1GHSA-gpj5-g38j-94v9

Drizzle ORM has SQL injection via improperly escaped SQL identifiers

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
🔐 secretANTHROPIC_API_KEYAnthropic API key
configANTHROPIC_MODEL
🔐 secretAPP_PASSWORD
configCUSTOM_PROMPTS_PATH
🔐 secretENCRYPTION_KEY
configLLM_PROVIDERollama
configLOG_LEVEL
🔐 secretMOONSHOT_API_KEYMoonshot AI API key
configMOONSHOT_MODEL
configOLLAMA_BASE_URLOllama server URL
configOLLAMA_MODEL
🔐 secretOPENAI_API_KEYOpenAI API key
configOPENAI_BASE_URL
configOPENAI_MODEL
configRATE_LIMIT_CHAT
configRATE_LIMIT_DEFAULT
configRATE_LIMIT_SESSION
configRATE_LIMIT_WORKFLOW_CREATE
configRATE_LIMIT_WORKFLOW_EXECUTE
configSESSION_MAX_AGE
🔐 secretSESSION_SECRETRandom secret for session encryption (min 32 chars)
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployDATABASE_URL
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

10/10 tools missing one or more hints — swaggbot_create_session (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); swaggbot_list_sessions (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); swaggbot_delete_session (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +7 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tool test coverage

Only 0/10 tools referenced in tests (0%)

Write tests that reference each tool by name so every tool has at least one test.

Production dependencies are patched

3 critical, 17 high severity in production deps — next@16.1.6 (critical), next@16.1.6 (critical)

Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.

Dev dependencies

3 critical/high in dev-only deps (does not ship to users)

Upgrade dev dependencies when convenient.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Verified](https://m8ven.ai/badge/mcp/techbloom-ai/swaggbot?variant=verified)](https://m8ven.ai/mcp/techbloom-ai/swaggbot)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: 5bc36003eefe677c1f982d08980d0b44baf86e01
code hash: fe878930a324fab36b0c827af3ea6a89c3528503738c047dc6d7447806ebe784
view raw JSON →
Check MCPs from inside your assistant
Tool Check · MCP

Vetting this one by hand? Tool Check is an MCP that scores other MCPs. Add it once and ask Claude, ChatGPT, or any MCP client to grade a server, surface CVEs, check the publisher, and suggest safer alternatives — before you install.

https://m8ven.ai/api/mcp/tool-check
check_toolsearch_toolscompare_toolsrecommend_alternativescheck_publisherreport_concern
How to add it →Free · no account needed · works in any MCP client