File AI

Agent-ready local document context with stable anchors.

Connector by flyfish-dev · GitHub account verified by the MCP Registry

IndexedApache-2.0Local (stdio)★ 3

Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/flyfish-dev-file-ai

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Agent-ready local document context with stable anchors.

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools: 5 read · 0 write · 0 deleteRead-only
Secrets: None asked for
Install scripts: Not scanned yet
Runs as: Node.js package

Tools by what they do 5

Read from the source code; the running server may list different tools.

Read 5 · Look things up without changing anything.

doc_analyze
doc_context
doc_list_formats
doc_read
doc_search

Files it touches

Any path the agent passes to its tools

Tools (5)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

doc_analyzeAnalyze document
Parse a local document into a read-only profile, anchors, outline, blocks, and chunks for agent context.
doc_contextRead contextual document window
Return nearby blocks around an anchor or the first anchors matching a query.
doc_list_formatsList supported formats
List File Viewer core registry formats, supported extensions, renderer capabilities, and File AI extractor coverage.
doc_readRead document index content
Read blocks, chunks, or anchors from a cached index without inspecting source document internals.
doc_searchSearch document content
Search document blocks and return excerpts tied to stable anchors.

Signals

Stars: 3
Forks: 2
Open issues: 0
Weekly downloads: 21
Last commit: Jun 24, 2026 (4 months ago)
Last release: Jun 24, 2026 (4 months ago)
Last package publish: Jun 24, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name: io.github.flyfish-dev/file-ai
Version: 0.1.1
Auth: No auth
Packages: npm @flyfish-dev/file-ai
License: Apache-2.0
Repository: github.com/flyfish-dev/file-ai
Website: github.com/flyfish-dev/file-ai
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Official MCP Registry github-graphql