Citepath
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Alternatives to Citepath
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Related Servers
- AlicenseNot gradedqualityCmaintenanceIndex any documentation website and search it from AI coding assistants via the Model Context Protocol (MCP).11 npm11MIT
- FlicenseNot gradedqualityDmaintenanceIndexes documentation sites by base URL and serves keyword search, optional semantic search, and Markdown page retrieval as MCP tools, all from a single SQLite file.-
- AlicenseAqualityAmaintenanceMCP server that gives AI coding agents on-demand access to private project docs via BM25 ranked search. One setup for Claude Code, Cursor, Codex, Gemini CLI, and more. Docs stay private, never in public repos.1516Apache 2.0
- FlicenseNot gradedqualityAmaintenanceExposes a local hybrid (vector + BM25) index of scattered notes, docs, PDFs, and chat logs to AI hosts like Claude Desktop, Cursor, and Cline, letting agents search and get cited answers. It publishes a set of tools, resources, and prompts so any MCP-compatible client can query that knowledge base with section-level citations.-
- AlicenseNot gradedqualityDmaintenanceIndexes local files (PDF, TXT, CSV, Markdown) with embeddings for semantic search. Provides both CLI and MCP server interfaces so Claude Desktop can search and read your local documents.MIT
- AlicenseNot gradedqualityBmaintenanceTurns any folder of PDFs, markdown, and text files into a local, queryable knowledge base exposed as an MCP server. Enables MCP-compatible agents to semantically search indexed documents, retrieve relevant passages with source and relevance scores, list or reindex documents, and inspect cache and token usage — instead of reading whole files into context.1MIT
TDQS
Scored across 3 tools
Each tool targets a distinct action: search finds passages, get_passage retrieves a specific passage by ID, and list_sources enumerates available sources. The descriptions explicitly clarify the intended workflow (e.g., 'Start here' for search, 'after search has found it' for get_passage), leaving no overlap.
Two tools follow a clear verb_noun pattern (get_passage, list_sources) in snake_case, but 'search' is a bare verb without a noun. This minor deviation is readable and common, but not fully consistent with the established pattern.
The server's narrow purpose (documentation search and passage retrieval) is served by exactly three well-scoped tools: finding content, drilling into specific passages, and listing sources. Each tool is necessary, and the count sits at the low end of the recommended 3-15 range without feeling thin.
The read-only surface covers the essential workflow: discover sources, search across them, and retrieve full passages with neighborhood context. Source management is intentionally delegated to the CLI, so no obvious gaps exist for the MCP role.