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Docs MCP

Vector RAG store for Word/Excel/PDF/PowerPoint.

Connector by Shreyas-Profile · GitHub account verified by the MCP Registry

IndexedMITRemote (HTTP)
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Install

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

npx agentmarket install connector/shreyas-profile-docs-mcp

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.

Remote endpoint

  • https://docs.regiq.in/api/mcp Remote (HTTP)

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About

Vector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages.

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

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

Tools
4 read · 1 write · 1 delete
Secrets
1 (API keys, tokens or passwords)
Install scripts
Nothing to install (hosted)
Runs as
Hosted (remote endpoint)

Tools by what they do 6

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

Read 4 · Look things up without changing anything.

  • docs_balance
  • docs_get
  • docs_list
  • docs_search

Write 1 · Create, change, send or run things.

  • docs_upload

Delete 1 · Delete, drop, revoke or wipe things.

  • docs_delete

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • Authorization

Network hosts it talks to 1

  • docs.regiq.in · found in remote endpoint, install command

Files it touches

  • Any path the agent passes to its tools

Tools (6)

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

  • docs_balance

    Return the caller's current credit balance and a summary of the last 10 credit transactions. Use this to check whether the user needs to top up before a large upload.

  • docs_delete

    Permanently delete a document. Removes the DB row, all embedded chunks, and the raw file on disk. Spent credits are NOT refunded — if you want to keep the vectors around, don't delete.

  • docs_get

    Fetch one document's metadata: id, filename, mimeType, status ('pending'|'processing'|'ready'|'failed'), pageCount, chunkCount, creditsSpent, errorMsg (if failed). Poll this after docs_upload until status='ready' before calling docs_search.

  • docs_list

    List all documents owned by the calling API key. Returns id, filename, mimeType, status, pageCount, creditsSpent, createdAt. Cheap — no chunk content, no vectors.

  • docs_search

    Semantic search across the caller's documents. Returns the top-k most-relevant chunks with { chunkId, documentId, filename, pageNumber, content, similarity (0..1) }. Free — queries cost no credits. Restrict to specific docs via documentIds. Chain: (1) run docs_search, (2) synthesize an answer from the returned chunks in your own LLM, (3) show the user the answer plus the page-number citations we returned. We deliberately don't synthesize — you bring the model.

  • docs_upload

    Upload a document (PDF / .docx / .xlsx / .pptx / .doc / .xls / .ppt) as base64 bytes. Costs 1 credit per page. Returns the docId immediately; ingest runs async — poll docs_get({id}) until status='ready' (usually 10-60s for a 10-page doc). Max ~10 MB base64 encoded (~7 MB raw). For bigger files, upload via the web dashboard at https://docs.regiq.in/dashboard.

Signals

Stars
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Forks
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Open issues
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Last commit
Jul 17, 2026 (3 months ago)
Last release
Jul 17, 2026 (3 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.Shreyas-Profile/docs-mcp
Version
0.1.0
Auth
Bearer token
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from Shreyas-Profile

Cite this page

Docs MCP. Agent Mart. https://agentmart.dev/connectors/shreyas-profile-docs-mcp (last updated 2026-10-24)