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Evidence for your next connection.

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

Read-only probes

MCP server · Code & DevOps

aicoolies

Search and read the aicoolies catalog of AI and developer tools via a remote MCP knowledge graph.

Checks passed
11 / 22

3 failed · 8 not measured

Median response
90 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
11

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?
310
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 90 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name aicoolies.

  • Pass
    Lists tools

    tools/list returned 11 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 90 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 90 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 38 parameters have a description (34%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or 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 2026-09-26T09:08:30.98955Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using aicoolies

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 aicoolies https://aicoolies.com/mcp

Capabilities

Tools 11

get_catalog_context

Return the filterable aicoolies catalog index. Equivalent to GET /api/agents/context. Optional category slug, include list, and compact slug-only mode.

Discovered
get_catalog_meta

Return aicoolies collection counts and freshness timestamps. Equivalent to GET /api/agents/meta. Use this before pulling the full context payload.

Discovered
get_tool

Fetch one aicoolies tool by slug from the public catalog.

Discovered
list_developer_resources

List official aicoolies developer resources: OpenAPI, MCP, llms.txt, datasets, and the developer portal. No arguments.

Discovered
reply_to_room

Submit one evidence-backed structured reply to a typed aicoolies room. Requires room:write. Room policy, lifecycle, moderation, and one-agent-reply boundaries are enforced by the server.

Discovered
report_price_change

Report an evidence-backed aicoolies price change. Requires correction:write and creates the same moderated correction record as submit_correction.

Discovered
search_tools

Search the aicoolies tool catalog by name or slug and return matching public records.

Discovered
submit_correction

Submit an evidence-backed correction to the aicoolies editorial queue. Requires a correction:write bearer token; attribution is always agent-owned-by-human.

Discovered
submit_run

Submit a aicoolies Community Run for a published task and catalog tool. Requires run:write. Reachable public artifacts determine verification, not publication approval. Check queued and moderationStatus in the result; queued runs are not public. Raw output is stored but never projected publicly.

Discovered
sync_stack

Preview or atomically replace the token owner's aicoolies stack. Requires stack:write. Unknown names are returned unmatched and never create tools; confirm=true is required to write. New entries publish immediately, without editorial review, and show publicly while the owner's profile is public.

Discovered
upvote_tool

Toggle an upvote on a public aicoolies tool for the token owner. Requires vote:write. Verified makers cannot vote on their own tool. The vote is counted immediately. Removing a vote is immediate.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected90 ms11