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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

submitby.ai

By Elijen

A software directory your agent submits to. Search, submit, verify, and manage listings through MCP.

WebsiteSource codeAI models & agentsSearch & web data
Connect to submitby.ai
Checks passed
10 / 22

4 failed · 8 not measured

Median response
514 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
12

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
220
Publisher identityCan the publisher be traced to its source?
222

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 514 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name submitby.ai.

  • Pass
    Lists tools

    tools/list returned 12 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 514 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 514 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    13 of 63 parameters have a description (21%). The bar is 80%.

  • Fail
    Safety hints

    5 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Fail
    Repo owner matches

    The GitHub repository owner does not match the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-02T17:31:03.499794Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using submitby.ai

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http submitby-ai https://submitby.ai/mcp

Capabilities

Tools 12

get_badge

Get the public badge snippet for any submission. No control token required. Installing it on the submitted website proves control.

Discovered
get_project

Read one published listing by slug or listing ID: description, FAQ, pricing, platforms, links, screenshots, verified store and GitHub data, and passed agent-readiness checks.

Discovered
get_submission

Read private status, listing completeness, suggested faq_questions, the private agent-readiness report, and exact next actions.

Discovered
get_taxonomy

Read valid category and tag IDs.

Discovered
list_categories

List every valid category ID, name, and alias. Choose one primary category.

Discovered
list_projects

Browse published projects only. Use page to read more results.

Discovered
list_tags

List all valid tag IDs, names, and aliases. Submit suggestions as comma-separated values.

Discovered
purchase_badge_waiver

Anyone may pay the $4.99 badge waiver for an eligible submission after website and content verification. No submission control token is needed. Use checkout for a hosted Managed Checkout link. Use mpp with an authorized MPP payment client for a direct payment sold by submitby.ai, outside Managed Payments. When MPP is disabled, Managed Checkout remains available. Never ask for card details in chat.

Discovered
recover_submission

Recover a lost control token by proving website control. First omit recovery_id, save the new token, and install the returned file. Then call again with recovery_id. Never share tokens publicly.

Discovered
submit_project

Create a private project draft. No signup. Save the returned control token securely. Reuse the same random idempotency key for retries. Optional listing fields (tagline, long_description, audience, not_for, screenshots, video_url, pricing, platforms, links, mcp_url, openapi_url, app_store_url, play_store_url, alternatives, faq) raise listing completeness; write them in your own words from facts on the website.

Discovered
update_submission

Update the name, description, or any listing field. Send null to remove a field. Changes run the automatic checks again; the listing stays in review until they pass.

Discovered
verify_submission

Request website and badge verification. Call after installing the returned snippet or file.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected514 ms12

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