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 · Knowledge & memory

SACS.ai MCP — California School District Financial Data

By sacs.ai Verified namespace

SACS California school finance: public district financial data, CDE filings, comparisons, briefings.

Website
Connect to SACS.ai MCP — California School District Financial Data
Checks passed
12 / 22

2 failed · 8 not measured

Median response
2747 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

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

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?
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 2747 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name sacs-public.

  • 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 2747 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 2747 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

    2 of 90 parameters have a description (2%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or 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 2026-09-28T16:32:47.674973Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using SACS.ai MCP — California School District Financial Data

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 sacs-ai-mcp-california-school-district-financial-data https://mcp.sacs.ai/mcp

Capabilities

Tools 12

sacs_compare_districts

Compare deterministic object-category totals for two explicit official datasets.

Discovered
sacs_district_context_pack

Build fiscal-distress rows with source filing details. Deficit spending is signed net operating result / expenditure; negative means deficit.

Discovered
sacs_district_context_pack_batch

Build bounded district packs with source filing details. Deficit spending is signed net operating result / expenditure; negative means deficit.

Discovered
sacs_explain_code

Explain current public fund, resource, goal, function, or object codes.

Discovered
sacs_get_csam_related

Retrieve related CSAM 2024 sections/content using its source-evidenced knowledge graph. Start with a procedure number, a chunk_id from sacs_search_csam, a returned node_id, or short heading/code/glossary keywords (exactly one selector). Defaults to explicit references in both directions. Choose relations contains/in_procedure for hierarchy, defines/mentions for code or glossary connections, within_range for numeric code membership, or next for source adjacency; depth 1–2. Every result explains its evidence path and returns at most one cited text/Markdown chunk; representative content is partial. Query node_id=csam:2024:manual with relations=[contains] to browse structure. Use include_content=false for topology-only pages. No database/model calls or paid entitlement required.

Discovered
sacs_list_public_datasets

List versioned official public SACS datasets for one district.

Discovered
sacs_query_attendance

Return recovered Form A ADA observations for one official district filing.

Discovered
sacs_query_financial_summary

Return bounded aggregate financial summaries for one explicit official dataset.

Discovered
sacs_register_client

Optionally register this MCP installation. Before calling, tell the operator registration is voluntary, data access works without it, list the fields to be stored, and obtain consent. Never infer or submit personal or confidential information.

Discovered
sacs_search_csam

Search California School Accounting Manual (CSAM 2024) by keywords and topic, procedure number or a returned chunk_id. Use chunk_id with direction=previous or next and limit (1–10) to read adjacent source chunks within the same procedure; navigation.continuation supplies the next request. Results include extracted text plus Markdown with conservative code-definition/journal tables, topic path, procedure revision, printed/PDF page and a CDE PDF citation. All non-stopword keywords must match; topic filters heading words. Use short accounting terms rather than a long question. Read citations for surrounding tables/context; later correspondence is excluded. No login or model-provider key required.

Discovered
sacs_search_districts

Search current public California districts by name, 7-digit LEA, or 14-digit CDS. Omit query or pass an empty string to browse all current districts. Follow page.next_offset while page.has_more is true; pages contain at most 50 rows.

Discovered
sacs_submit_feedback

Report a wrong, stale, incomplete, or failed result, or send a feature request. Ask the operator to report issues here; explain the exact fields and submit only with consent. Include request ID and data version when available. Anonymous feedback is welcome. Never include personal, student, personnel, or confidential information.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected2747 ms12

Related servers

All alternatives

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

Explore alternatives to SACS.ai MCP — California School District Financial Data