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

GridLabs

By rodriguem75

French energy data, electricity and gas consumption, tariff scenarios and public discovery tools.

WebsiteSource code
Connect to GridLabs
Checks passed
8 / 22

6 failed · 8 not measured

Median response
276 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
8

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?
130
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 276 ms.

  • Pass
    Valid handshake

    protocolVersion 2024-11-05, serverInfo.name GridLabs.

  • Pass
    Lists tools

    tools/list returned 8 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 276 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 276 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

  • Fail
    Tools described

    3 tools have a description shorter than 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    0 of 14 parameters have a description (0%). The bar is 80%.

  • Fail
    Safety hints

    8 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 2026-11-10T10:30:04.430821Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using GridLabs

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 gridlabs https://www.gridlabs.fr/mcp

Capabilities

Tools 8

gridlabs_get_agent_discovery

Returns the API catalog (RFC 9727), OpenAPI JSON, and llms.txt for the site. Also see /.well-known/ai-catalog.json for ARD discovery.

Discovered
gridlabs_get_commune_electricity_consumption

Latest publishable residential electricity consumption for one French commune. Annual kWh per delivery point, source and year. No professional data, no geographic fallback, no household estimate. Unavailable is not zero.

Discovered
gridlabs_get_commune_gas_consumption

Latest publishable residential gas consumption for one French commune. Annual kWh per delivery point, not household consumption or address eligibility. Returns source and year; unavailable is not zero.

Discovered
gridlabs_get_subscribe_intent

Returns next_url and funnel metadata for the comparison questionnaire (public, no login).

Discovered
gridlabs_get_tariff_scenario

Read one documented electricity cost scenario from the same verified source reader as the website. Limited panel, annualized EUR TTC costs, sources and review dates. Not a quote, market-wide ranking or subscription eligibility. No custom profile or bulk export.

Discovered
gridlabs_search_addresses

No description returned.

Discovered
gridlabs_search_cities

No description returned.

Discovered
gridlabs_search_rge_companies

No description returned.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected276 ms8

Related servers

All alternatives

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

Explore alternatives to GridLabs