A
license-
qualityC
maintenanceEnables AI agents to search and retrieve over 89K skills on-demand at runtime, eliminating the need to manually install skills upfront.
4
MIT
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"Examples of online search and data retrieval services" matching MCP servers:
- Alicense-qualityBmaintenanceCopy-paste MCP configs for Palim hosted cross-tool memory (Claude, Cursor, ChatGPT).MIT
- Flicense-qualityBmaintenanceAn MCP server that retrieves relevant PDF chunks via local embeddings and returns them to IDE agents (Cursor, Kiro, Claude Code) for answer generation.
- Flicense-qualityDmaintenanceEnables semantic search over local knowledge bases like Obsidian notes, SQLite, and plaintext files, exposing results to Claude via MCP server.
- Flicense-qualityCmaintenanceExposes a provenance-aware knowledge graph to AI agents over MCP, providing tools like get_fact and search_documents that return precise answers with source citations.1
Watsonx.data Document Libraryofficial
Alicense-qualityCmaintenanceBridges AI agents with watsonx.data document libraries, enabling natural language queries and intelligent retrieval from document libraries.4Apache 2.0- Alicense-qualityDmaintenanceEnables semantic search across conversation archives via MCP, allowing AI clients to retrieve relevant past conversations using vector embeddings and text fallback.04ISC
- Flicense-qualityBmaintenanceA federation MCP server that sits in front of multiple memory backends and presents a unified search surface to AI agents, allowing a single query to search across knowledge graphs, session history, and web search.
- Flicense-qualityDmaintenanceFull-text search over Claude Code conversation history using SQLite FTS5, exposing indexed transcripts as MCP tools for searching, browsing, and reading turns.3
- AlicenseAqualityDmaintenanceAn MCP server for managing contextual data as markdown files with metadata, enabling agents to save, retrieve, search, and delete contexts using simple CRUD operations.5Apache 2.0
- AlicenseAqualityAmaintenanceProvides a single-writer MCP server for a governance-grade knowledge base of markdown documents with version control and query capabilities.2918Apache 2.0
- AlicenseAqualityCmaintenanceEnables keyword search, filtering, and retrieval of Claude Code memory files, reducing context overhead by fetching only relevant memories on demand.4MIT
- AlicenseAqualityBmaintenanceEnables semantic search over markdown files to find related notes by meaning rather than keywords, and automatically detect duplicate content before creating new notes.32BSD 2-Clause "Simplified"
- AlicenseAqualityAmaintenanceMCP server for Yandex Wiki with full-text search. Read and write pages, comments, attachments, and dynamic tables (grids); optional server-side read-only mode for agents. Docker-ready.272Apache 2.0
- AlicenseBqualityCmaintenanceMCP bridge for PDF Content Search — full-text PDF search with Apple Vision OCR across thousands of documents in under a second from Claude, Cursor, or any MCP client. Advanced filters (date, category, sender, amount), wildcards, boolean operators. Bridge open-source (MIT), PDF Content Search app is commercial with free iOS+Android companion scanner apps.841MIT
- AlicenseBqualityFmaintenanceAoT MCP server enables AI models to solve complex reasoning problems by decomposing them into independent, reusable atomic units of thought, featuring a powerful decomposition-contraction mechanism that allows for deep exploration of problem spaces while maintaining high confidence in conclusions.361MIT
- Alicense-qualityBmaintenancePersistent memory system for AI agents that records episodic memories with care-weighting and emotional valence, and provides full-text search with temporal chaining and automatic consolidation.MIT
- 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-qualityAmaintenanceA zero-config personal knowledge management MCP server that enables Claude Desktop to automatically classify, search, and organize local Markdown notes using hybrid search and Graph RAG.4MIT
- Alicense-qualityDmaintenanceEnables sophisticated reasoning workflows using graph-based representations for AI models.11Apache 2.0