Skip to main content
Glama
dnanatihor

Epistemic Envelope

by dnanatihor
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

Related Servers

Alternatives to Epistemic Envelope

No user-submitted related servers found.

    Related Servers

    • io.github.mischuh/canonic

      mischuh
      F
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents to query databases correctly by serving governed context over MCP, including canonical metric definitions, relationships, business meaning, and guardrails, so answers come back with resolved definitions, fired filters, freshness, and a trust score instead of guesses.
      3
      -

    • semlayer MCP server

      neocatalystlabs
      A
      license
      Not graded
      quality
      B
      maintenance
      Serves an automatically inferred semantic layer from your warehouse over MCP, enabling AI agents to query with correct business context, joins, and filters.
      2
      Apache 2.0

    • MetaGraph-MCP

      midsane
      A
      license
      Not graded
      quality
      B
      maintenance
      Enables enterprise AI agents to query governed data lineage, PII-aware schema documentation, and semantic metadata from SQL logs via MCP, with role-based access and vector search.
      MIT

    • TCPcore

      TCPCore
      A
      license
      Not graded
      quality
      B
      maintenance
      Enables agents to invoke declared API capabilities through a governed MCP surface where each call is risk-tiered — low-risk calls execute immediately, medium-risk writes queue for human approval, and high-risk actions are withheld from the tool list entirely. Every call, decision and denial is recorded in an audit trail, and responses carrying third-party text are scanned for prompt-injection signals before an agent can read them.
      2
      MIT

    • Security Guard MCP

      marcojourney
      F
      license
      Not graded
      quality
      D
      maintenance
      Enables secure interaction between LLMs and MCP tools by applying zero-trust security controls, including sensitive data masking, file system protection, and policy enforcement.
      -

    • autokg

      kaushikthakur97
      A
      license
      Not graded
      quality
      D
      maintenance
      Turns warehouse/lakehouse tables into a governed entity-relationship knowledge graph exposed through MCP, enabling AI agents to answer multi-table business questions without hard-coded SQL or large schema prompts.
      Apache 2.0
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.1/5.0

    Scored across 4 tools

    Disambiguation2/5

    list_assets is distinct, but get_asset_profile, describe_asset, and get_quality overlap: describe_asset returns profile, quality, and inferences, making the narrower tools seem redundant and boundaries unclear. An agent could reasonably choose describe_asset for most per-asset queries.

    Naming Consistency5/5

    All names use a snake_case verb_noun format: list_assets, get_asset_profile, describe_asset, get_quality. Verb choices vary naturally by action, with no mixed conventions.

    Tool Count4/5

    Four tools is a reasonable, focused count for a read-oriented catalog/quality server. It is slightly thin and includes some redundant coverage, but not too many or too few.

    Completeness3/5

    Core per-asset inspection is covered (list, profile, description, quality), but there is no catalog-level quality listing, search, or lineage/update operation. For a read-only epistemic catalog this is a notable gap, though not a severe failure.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources