A
license-
qualityF
maintenanceEnables comprehensive academic research through the Semantic Scholar API, including paper search, author discovery, citation network analysis, and full-text access from arXiv and Wiley sources.
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"Semantic Scholar" matching MCP servers:
- Flicense-qualityDmaintenanceA comprehensive Model Context Protocol server that provides AI assistants with direct access to Semantic Scholar's academic database, enabling advanced paper discovery, citation analysis, author research, and AI-powered recommendations.15
- AlicenseAqualityAmaintenanceReduces token consumption by over 80% through intelligent file caching, returning only diffs for modified files and suppressing unchanged content. It features a suite of 12 tools for semantic search, batch reading, and efficient file editing to optimize LLM interactions with large codebases.132MIT
- FlicenseAqualityCmaintenanceA local MCP server that provides semantic code search for Python codebases using tree-sitter for chunking and LanceDB for vector storage. It enables natural language queries to find relevant code snippets based on meaning rather than just text matching.33
- AlicenseAqualityAmaintenanceLocal semantic recall MCP server for citation-integrity workflows. Enables semantic search over a text corpus, returning file paths and page numbers for verification, with 100% local processing using ONNX embeddings and LanceDB.21MIT
- AlicenseAqualityBmaintenanceAn MCP server for SearchApi that provides Google web, news, scholar, and YouTube search as agent-ready MCP tools.48MIT
- FlicenseAqualityBmaintenanceEnables semantic search over local markdown specs, RFCs, and docs using Ollama and LanceDB, allowing AI agents to find relevant information by meaning rather than exact keywords.3
- AlicenseAqualityAmaintenanceA read-only PostgreSQL MCP server for AI coding agents that exposes database schema and sample data as tools, with LLM-powered semantic search enriched by a user-authored semantic layer.4MIT
- AlicenseAqualityBmaintenanceRead-only semantic retrieval for agents that need to find the right Obsidian note without write access.4352MIT
- AlicenseAqualityBmaintenanceA self-hosted semantic code retrieval MCP server that enables natural language queries to find relevant code snippets using Tree-sitter AST parsing, embedding, and hybrid search with reranking.12MIT
- Alicense-qualityAmaintenanceEnables AI assistants to save, load, and search conversation context with AI-powered summarization and auto-tagging. Demonstrates semantic intent patterns and hexagonal architecture for maintainable AI-assisted development.214MIT
- Alicense-qualityBmaintenanceA persistent memory layer for Claude Desktop that enables semantic search and CRUD operations on your Obsidian vault using local embeddings and PostgreSQL+pgvector.1Apache 2.0
- Alicense-qualityCmaintenanceEnables scientific literature research through multi-agent search, analysis, and semantic memory, exposing 9 MCP tools for querying, storing, and retrieving research findings.1MIT
- Alicense-qualityBmaintenanceEnables fully local semantic search over a Roam Research graph via MCP, providing tools for hybrid retrieval, index refresh, and stats while keeping all content on-machine.1MIT
- Alicense-qualityCmaintenanceLocal offline semantic search over documents (txt, md, pdf, docx, pptx, csv). Indexes folders into a LanceDB vector database with multilingual embeddings and supports hybrid vector + keyword search via Reciprocal Rank Fusion. No API keys, no cloud, no Docker required.28AGPL 3.0
- Alicense-qualityCmaintenancePersistent semantic memory server for AI assistants via MCP, enabling long-term context retention and semantic search across conversations.11MIT
- Alicense-qualityDmaintenanceEnables semantic search and management of documentation through vector similarity using Qdrant and Ollama/OpenAI embeddings.15Apache 2.0
- Alicense-qualityCmaintenanceA lightweight, context-efficient CLI and optional stdio MCP server for semantic search, browsing, and writing to your Zotero library.BSD 3-Clause
- Alicense-qualityFmaintenancePersistent semantic memory for AI agents using PostgreSQL and vector embeddings, enabling cross-session continuity and semantic search.AGPL 3.0
- Alicense-qualityDmaintenanceAn MCP server for academic research combining local document search with Semantic Scholar API integration.MIT
