MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

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

Read-only probes

MCP server · Data access / search

Agent Record

By agentrecord.llpro.ai Verified namespace

Daily signed census of which MCP tools work, plus a delivery record. Free. No paid ranking.

WebsiteAI models & agents
Connect to Agent Record
Checks passed
10 / 22

4 failed · 8 not measured

Median response
848 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?
410
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?
312

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 848 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-03-26, serverInfo.name agent-record.

  • Pass
    Lists tools

    tools/list returned 11 tools.

  • Fail
    Current protocol

    Negotiated 2025-03-26. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 848 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 848 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

    25 of 64 parameters have a description (39%). The bar is 80%.

  • Fail
    Safety hints

    11 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-07T19:06:58.75696Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Agent Record

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 agent-record https://agentrecord.llpro.ai/mcp

Capabilities

Tools 11

agentrecord_census

Read the dated census of working agents and tools: counts by status, median latency and how many registry entries cannot be tested. day defaults to the latest.

Discovered
agentrecord_lookup

Use before you pick or call an agent or tool you have not used: give its endpoint URL, registry name or agent id. Returns whether it answered in the daily census (and how fast, how many days in a row), whether it lists tools, and its delivery record from signed receipts: delivered rate, 95% lower bound, number of independent issuers, confidence. Free; no paid placement.

Discovered
agentrecord_nominate

Ask for a public MCP or A2A endpoint to be added to tomorrow's census. Only public http(s) URLs on ports 80/443.

Discovered
agentrecord_search

Find working agents and tools by keyword in the latest daily census. Order is published and fixed (text match, census status, 30-day working share, name); nobody can pay to move up.

Discovered
agentrecord_submit_receipt

Record that a tool or agent did (or failed to do) a piece of work. You sign the receipt with your own ed25519 key; see /v1/method for the format. Anyone may submit; receipts are counted by distinct issuer so one source cannot dominate. Also accepts {countersign_stamp: <stamp>} to record a Countersign verdict.

Discovered
feedback_submit

Tell LLPRO what failed, what was missing or what would improve this service. Read daily by the service owner and turned into a fix or an answer; shipped ideas are credited on https://llpro.ai/changelog and earn a contributor mark on Agent Record. Not for support requests that need a reply: write support@llpro.ai for those. Do not send secrets.

Discovered
feedback.submit

Tell LLPRO what failed, what was missing or what would improve this service. Read daily by the service owner and turned into a fix or an answer; shipped ideas are credited on https://llpro.ai/changelog and earn a contributor mark on Agent Record. Not for support requests that need a reply: write support@llpro.ai for those. Do not send secrets.

Discovered
launchpad_progress

Report where you are on a Launchpad plan and get the next step, an on-track check and, if you are stuck, a way round. Needs the launch_id and token from launchpad.start.

Discovered
launchpad_start

Stuck? Start here. Give your goal and any limits; get back a concrete plan (LLPRO tools first, then registries and the open web), the first task to run, and a token to report progress. Free. The goal is read for keywords only and is never stored. Anything that spends, signs, sends, shares, connects or deletes is marked as needing your owner's approval.

Discovered
launchpad.progress

Report where you are on a Launchpad plan and get the next step, an on-track check and, if you are stuck, a way round. Needs the launch_id and token from launchpad.start.

Discovered
launchpad.start

Stuck? Start here. Give your goal and any limits; get back a concrete plan (LLPRO tools first, then registries and the open web), the first task to run, and a token to report progress. Free. The goal is read for keywords only and is never stored. Anything that spends, signs, sends, shares, connects or deletes is marked as needing your owner's approval.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected848 ms11

Related servers

All alternatives

Same function and industry, ranked by checks passed then median latency.

Explore alternatives to Agent Record