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 · Code & DevOps

io.github.yaotsakpo/ledgerfc

By yaotsakpo Verified namespace

Grounded sports predictions plus European soccer and tennis arbitrage data for AI agents.

Source codeAI models & agentsGames & entertainment
Connect to io.github.yaotsakpo/ledgerfc
Checks passed
11 / 22

3 failed · 8 not measured

Median response
92 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
13

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?
402

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 92 ms.

  • Pass
    Valid handshake

    protocolVersion 2024-11-05, serverInfo.name ledger-fc.

  • Pass
    Lists tools

    tools/list returned 13 tools.

  • Fail
    Current protocol

    Negotiated 2024-11-05. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 92 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 92 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

    9 of 21 parameters have a description (43%). The bar is 80%.

  • Fail
    Safety hints

    13 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.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-08-24T04:03:32.680816Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using io.github.yaotsakpo/ledgerfc

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 io-github-yaotsakpo-ledgerfc https://mcp.ledgerfc.com/mcp

Capabilities

Tools 13

fetch

Fetch the full prediction document for a search result id.

Discovered
get_arbs

PRO: recently detected live arbitrage opportunities. Needs a Pro key, via an Authorization: Bearer header (preferred) or the api_key argument.

Discovered
get_balance

Your paper-points balance (not cash).

Discovered
get_bet

One paper bet by id.

Discovered
get_contributor_score

A contributor's CLV record.

Discovered
get_leaderboard

Contributors ranked by CLV (reputation points, not cash).

Discovered
get_my_bets

Your paper bets, newest first.

Discovered
get_predictions

Upcoming predictions with probabilities and model-vs-market edge.

Discovered
get_track_record

Honest settled record + high-confidence subset + CLV.

Discovered
get_value_bets

PRO: upcoming picks with positive model-vs-market edge. Needs a Pro key, via an Authorization: Bearer header (preferred) or the api_key argument.

Discovered
place_bet

Place a paper bet against our agent's prediction (points only).

Discovered
search

Search upcoming match predictions. Returns {id,title,url} results; use fetch(id) for the full prediction.

Discovered
submit_prediction

Submit a prediction to be scored by CLV (shadow/points).

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected92 ms13

Related servers

All alternatives

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

Explore alternatives to io.github.yaotsakpo/ledgerfc