Files & documents MCP servers

Parse Korean documents (HWP, HWPX, PDF, XLSX, DOCX, PPTX) to Markdown; fill forms, diff, render.

Token-saving persistent memory for AI agents: recall durable facts instead of re-reading files.

Run commands, transfer files and browse assets on a JumpServer v4 bastion from your AI assistant.

Markdown editor for writing, notes, editable diagrams, drawing and painting with your AI assistant.

MCP server for building, inspecting, and exporting PhysiCell and PhysiBoSS configuration files

Serves Oracle Forms module content (.fmb/.mmb/.pll/.olb) from a directory to MCP clients.

Predicts the DDL a dbt change will execute, before you run it. Reads files, not the warehouse.

Verifiable knowledge graphs: validate and store .kg.yaml and .kg.json under the KG-SSOT contract.

Clean up your files like an archivist: rename, sort, de-duplicate with plans you approve and undo.

Local-first MCP server: version-correct library docs, code map, and offline drift for your repo.

Local-first memory for AI agents: recall with sources, answer checks, documents, mesh, governance.

Local search over your code and documents for AI agents.

Standalone MCP filesystem tools server — view, edit, shell, workdir.

Free x402 endpoint linter: unpaid 402 challenge, payTo/asset/amount, CORS, directory readiness.

Search, filter and compare custom plush manufacturers listed in the PlushSource directory.

Desktop MCP workspace for AI agents: file edits, commands, Git status, resumable history sessions.

Symbols.app MCP — docs, code generation, publishing, CLI/SDK reference

Personal journal kept as Markdown files: search, On This Day, append to today, Day One import.

Code graph and project memory for coding agents, cited to exact files and lines, on your machine.

Tells an AI agent when another is already doing its work. Board, typed mail, directory claims.

D2L Brightspace MCP server: grades, due dates, assignments, announcements and files. Any school.

Search Kalshi, Polymarket and Limitless markets, order book history, coverage and data files.

Check whether a name is free on package registries, app stores, agent directories and domains.

Search the curated directory of MCP servers for AI filmmaking and plan a full production stack.

Your planner in every AI chat: tasks, calendar, docs, habits, goals and memory, over MCP.

Drive Onshape CAD from an assistant: documents, sketches, solid features, assemblies and exports.

Local-first knowledge graphs from your documents: build, search (GraphRAG) and edit on your machine.

Open a credit file, chase gaps, screen sanctions, draft a cited memo. Person decides.

The top conversion fix from real visitor sessions, with file and line, checked after you ship.

Your firm's client book: reviews due, meeting briefs, goals, documents and succession.

Regulations.gov readiness, rulemaking dockets, documents, comments, and comment periods. 9 tools.

Reddit posts, comments, keyword search and historical archives as tools. Runs on Apify.

Collaborative LaTeX editor: search 1000+ templates, edit projects, and compile them to PDF.

Publish HTML, Markdown, sites, KV, JSON and files on BrewPage; keep the returned owner token.

Convert PDFs and other documents to structured formats via Docling, for AI applications.

Convert a multicolor 3MF project into a ready, checked file for every multicolor printer.

Checks what an agent did NOT read. Coverage over a retrieval step or a folder.

Compare dotenv files and report which keys are missing or extra, by name only.

Extract numeric values from config files, data files and plain text.

Self-hosted shared memory and docs for Claude Code, Codex and Antigravity agents, with a graph UI

Google Drive and Docs for agents: search, read and write a local copy. Sign in with drive first.

Agents plan in Markdown and work in tasks with steps, where you can follow and audit every stage.

Local-only Python MCP server for the Files.com API.

Access Austrian laws, court decisions & legal documents via the RIS API.

Self-hosted MCP server: a case file for every task, shared across sessions, agents and people.

Bee governed intelligence for chat, code, research, documents, and memory.

Plan trips and manage itineraries, stays, transport, activities, expenses, and documents in Tripsy.

Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.

AI Data Components for Power BI, Excel, Fabric Apps and web: bivariate maps, what-if projections.

QRZ.com MCP server. Callsign lookup, DXCC resolution, logbook queries via QRZ XML API.