Category: uncategorized · Kind: mcp-server

A stateful, formula-aware Excel engine an agent can actually drive - not a file it has to parse by hand. Opens existing .xlsx/.xlsm/.xls workbooks (or creates new ones) entirely in memory, then queries and richly edits them across a whole session without reloading: cell values, typed formulas, styling, sheet structure, rows and columns, tables, and named ranges - flushed to disk with an atomic, corruption-safe save. Its standout capability is headless recalculation: Apache POI evaluates ~280 Excel functions in place, so the agent works with real computed results instead of the stale cached zeros that code-based approaches (openpyxl/pandas, or Claude's built-in spreadsheet handling) leave behind - and every read distinguishes a genuine value from an as-yet-uncomputed formula. Because all edits flow through one POI writer, it never triggers the 'Excel repaired records' corruption that second-writer libraries cause. 28 tools across workbook lifecycle, range I/O (incl. cell styling), sheet management and presentation, tables, named ranges, and read-only VBA extraction.

GitHub's official remote MCP server (api.githubcopilot.com/mcp). Repos, issues, pull requests, Actions, code search and more, scoped by the connected GitHub identity. Hosted by GitHub - no local runtime to build or deploy.

A dialect-agnostic SQL toolset giving an agent permission-scoped access to PostgreSQL, MySQL, SQLite, and MSSQL through one unified set of tools. Introspect schemas/tables/columns, run parameterized read-only SELECTs with stateless keyset pagination, and (in dml/full scopes) execute parameterized writes and atomic batches — all behind a statement classifier that blocks statement stacking, comment evasion, and data-modifying CTEs, plus DB-level read-only enforcement. One database (DSN) per server instance; the dialect is selected by config.

Use when an agent needs ALMA scorecard data - regions, scorecards, indicators, period-to-date maps, data-point time series and region geo for a given ALMA tenant. Wraps ALMA's embedded, read-only hosted MCP endpoint (per-tenant `/mcp` on the tenant API host), so every tool runs as the connected Personal Access Token's role + region scope. Reach for this over raw REST/OpenAPI when the task spans several ALMA reads or you want typed, permission-scoped tools (e.g. joining indicator time series against weather).

Use when an agent needs to author, modify, review, render, or export PowerPoint (.pptx / .pptm) decks — create/open/close documents, add/duplicate/delete/reorder slides, edit text (with run/paragraph/shape scope + styling), insert images with picture effects, add/edit tables (incl. merge + per-cell borders), draw shapes (solid/gradient/pattern fills), update chart data in existing charts, render slides to PNG/JPG/SVG at low or high fidelity, and export to PPTX/PDF/HTML/PNG-batch/JPG-batch/SVG-batch/outline-text. Stateful Apache POI 5.5.x + LibreOffice engine over stdio, 52 tools.