KG-SSOT
Local installVerifiable knowledge graphs: validate and store .kg.yaml and .kg.json under the KG-SSOT contract.
Edit real .xlsx files with your agent: live formulas, and you review every change before it saves.
Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.
Read-only health checks and data questions for SQL Server and PostgreSQL, with your saved profiles.
Read spreadsheets; build immutable reports with bulk preparation, calculation, charts and pivots.
A gateway between AI agents and Postgres: table access, masking at the source, approvals and audit.
Read, calculate, edit, and save XLSX workbooks headlessly over local stdio.
Aggregate long time-series ranges with a few source requests instead of one per bucket.
Open huge JSON locally and give agents its shape, queries and exact values, never the whole blob.
Find and fix drift between Supabase environments: schema, RLS, roles, auth, storage and more.
Google Sheets for agent workflows in Claude Code and Claude Desktop: APIs, files, schedules, undo.
Governed database access for AI assistants: masking, signed receipts, coverage reconciliation.
Headless Metabase MCP: API-key auth, no OAuth. 178 tools, toolsets, stdio or HTTP, all tiers.
Predicts the DDL a dbt change will execute, before you run it. Reads files, not the warehouse.
MCP server for SQL Server metadata, parameterized queries, plan analysis, and writes opt-in.
Autocomplete over edge-served reference lists (countries, NAICS, airports), plus catalog and setup.
A database's schema, value lists and joins, from a snapshot in your repo - no database connection.
PostgreSQL schema intelligence from a committed snapshot. No connection, no credentials.
Governance-grade knowledge-base format (OKF-compatible) plus CLI and single-writer MCP server
Connected tables, relations, workflows and markdown documents in one SQLite file, over MCP.
Read and change documents, reports and workflows on Frappe and ERPNext sites.
MCP bridge to the Tabellum database client: schema, reads, SQL drafts; writes approved in the app.
Third-party open-source MCP server for Kingdee K3Cloud ERP - 101 tools, 17 domains. Unofficial.
Read-only SQL queries and schema inspection for IBM Db2 for i over ODBC, JT400 or Mapepire (SSH).
Predictions over your own data with $p and $why, no model training; says when Aito does not fit.
Distributed Two-Phase Commit (2PC) transaction coordinator for atomic multi-agent state mutations wi
Read-only access to a self-hosted GeoLens spatial catalog: datasets, features, maps, sandboxed SQL.
SAP SuccessFactors OData and Compound Employee queries with PII tokenization for AI agents.
Excel (.xlsx) MCP server: calculated/cached/missing labels on every value, formulas, verified writes
Agent-safe MCP sidecar for one live SQLite database: read-only default, bounded writes.