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docsagent MCP Server

docsagent/docsagent

Score: 53.6 Rank #12228 Search & RAG
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⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, local docs on the road). Native C++ search core: BM25 + passage ranking in ~15 ms. MCP server for Claude, Cursor, Cline & any MCP client.

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Overview

docsagent/docsagent is a TypeScript MCP server. ⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, local docs on the road). Native C++ search core: BM25 + passage ranking in ~15 ms. MCP server for Claude, Cursor, Cline & any MCP client. Topics: local-ai, pdf, search, ai-agents, bm25, claude, cursor, full-text-search, knowledge-base, llm, local-first, mcp, mcp-server, model-context-protocol, rag, reference-manager, research, semantic-search, zotero, claude-code.

Ranked #12228 out of 24846 indexed tools.

Ecosystem

TypeScript No license
local-aipdfsearchai-agentsbm25claudecursorfull-text-searchknowledge-basellmlocal-firstmcpmcp-servermodel-context-protocolragreference-managerresearchsemantic-searchzoteroclaude-code

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 625

625 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 0%

0/3 issues closed → many open issues

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 11
Description Detailed
License None

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Freshness high impact

Last commit was 44 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 3 open vs 0 closed issues — triaging stale issues improves health

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Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-servertopic:model-context-protocol

From the README

# DocsAgent MCP — Zotero MCP Server 📚⚡

**DocsAgent gives AI agents instant, private access to your personal knowledge base.**
**`@docsagent/mcp-zotero`** is the spec-driven **MCP (Model Context Protocol) server** (Zotero is
the first supported source) that lets any AI agent — Claude Desktop, Cursor, Cline, Qwen Code, or
any MCP client — search, read, and write your **Zotero** library through a resident **C++ search
engine**. BM25 full-text search + query-ranked passage retrieval over **1,000+ PDFs** at
**~15 ms**, fully local (RAG-ready knowledge base).

- 🔒 **Local-first & private** — the engine reads your Zotero library directly on your
  machine. Your PDFs never leave it.
- ⚡ **Native C++ search core** — inverted-index BM25 + passage ranking, millisecond lookup,
  low memory footprint (160–227 MB for a 1,500-paper library).
- 🧩 **8 MCP tools** — 5 read + 3 write, with JSON-schema validated arguments, token budgets,
  result dedup, and a three-layer write safety gate.
- 🌐 **Two 
Read full README on GitHub →

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