Skip to main content
Glama
gura105

Operational Ontology

Related Servers

Alternatives to Operational Ontology

No user-submitted related servers found.

    Related Servers

    • A
      license
      A
      quality
      A
      maintenance
      A typed stdio/HTTP MCP server that lets agents drive governed portfolio-company data onboarding: profiling sources, inferring entities and joins, proposing canonical mappings, generating and sandbox-testing dbt artifacts, and publishing only human-certified results. It exposes agent and reviewer-only tools, tenant-scoped run/ontology/evidence resources, and guided prompts, keeping every calculation deterministic and every approval with a human.
      12
      MIT
    • F
      license
      Not graded
      quality
      B
      maintenance
      ORMCP Server is a database-agnostic MCP server that exposes relational databases as governed business objects (Customers, Orders, Products) for AI agents via ORM abstraction — instead of raw SQL or schema access. Works with any JDBC-compliant database (PostgreSQL, MySQL, Oracle, SQL Server, SQLite, and more). Reduces LLM token consumption by 60-70% through semantic data abstraction.
      6
      -
    • A
      license
      Not graded
      quality
      A
      maintenance
      Universal MCP server for readonly-first access to Oracle, SQL Server, PostgreSQL, MySQL/MariaDB, SQLite, MongoDB, and Qdrant vector search.
      116 npm
      1
      MIT
    • A
      license
      B
      quality
      C
      maintenance
      Enables MCP clients to inspect and operate SQLite, PostgreSQL, MySQL/MariaDB, Oracle, SQL Server and MongoDB through 16 tools covering schema discovery, parameterized SQL reads and transactions, MongoDB document operations, and concurrent hybrid SQL/MongoDB queries. Runs locally over stdio or loopback HTTP with pooled connections, bounded concurrency, row and response limits, and read-only defaults.
      16
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      CLI + 46-tool MCP server for the Orion declarative services runtime — build and operate REST/Kafka services, manage workflows, channels, connectors, traces, and backups.
      5
      Apache 2.0

    TDQS

    C2.9/5.0

    Scored across 34 tools

    Disambiguation4/5

    Most tools are cleanly separated by entity and operation; the search/get/union/intersect/subtract/aggregate families are unambiguous. The main confusion risk is between pivot_* and traverse_* tools, which cover the same relationships and differ only in set-input versus instance-input semantics.

    Naming Consistency5/5

    All tool names follow a consistent lowercase snake_case verb_noun pattern, such as search_customer, get_order, union_product, and add_order_note. Even the pivot/traverse variants are valid imperative verb+object names, so the naming convention is highly regular.

    Tool Count2/5

    34 tools is well above the comfortable range and feels inflated for four entity types and three relationships. Per-entity set operations, aggregation, and duplicate pivot/traverse variants add unnecessary surface area that could be consolidated.

    Completeness3/5

    The read/analysis surface is thorough: every entity has search, get, set operations, aggregation, and relationship traversal, with operational actions like cancel, assign, add note, and audit log access. However, there are notable lifecycle gaps such as no create/update/delete for core entities and no way to advance an order to shipped.

    Maintenance

    ActivityActive
    ResponsivenessResponsive