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maintenanceEnables searching and retrieving documentation from crawled documentation sites as an MCP server, allowing coding agents to query real docs instead of relying on training data.
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MIT
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"Techniques to Improve Agent Programming" matching MCP servers:
- Alicense-qualityCmaintenanceEnables LLMs to query documents using semantic search, supporting PDFs, Word, Excel, and more. Organizes documents by topics from folder structure and provides advanced search features like phrase matching and date filtering.1MIT
- Flicense-qualityDmaintenanceA Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances into an MCP server for querying documentation. It enables AI models to search and retrieve relevant information from custom document sets stored in R2 buckets.17
- AlicenseAqualityAmaintenanceAn MCP server that enables AI agents to compile, refine, and interlink knowledge into a persistent wiki, replacing RAG with structured, curated knowledge.215402MIT
- FlicenseAqualityDmaintenanceConverts natural language queries into valid GraphQL queries and executes them against GraphQL APIs. Includes schema introspection, query validation, execution with authentication, and query history tracking.524
@agent-idx/clientofficial
Alicense-qualityBmaintenanceEnables agents to publish and search index records with custom keywords over libp2p, connecting to the Agent Index Network for decentralized peer discovery and querying.65MIT- Alicense-qualityBmaintenanceA permission-aware MCP server for restaurant backend operations, enabling role-based access to menus, orders, sales, and drafting specials with a human approval workflow.MIT
- Alicense-qualityAmaintenanceAgent-first headless CMS running as a Cloudflare Worker, providing MCP servers for schema/content management and editorial operations.374MIT
- Alicense-qualityAmaintenanceLocal-first MCP server providing persistent markdown memory with persona engine and fast search, designed to unify AI assistant memory across Claude Code, Cowork, and Dispatch.55MIT
- Alicense-qualityBmaintenanceMCP server for noise-reduced X (Twitter) search planning and Feedback-to-Fix engineering handoffs. Enables AI agents to generate structured search plans, filter signals, and build handoff packages via MCP tools.1MIT
- Alicense-qualityCmaintenanceMCP server for zero-config, traceable long-term memory using SQLite, enabling agents to store, search, trace, and monitor memory with tools like memory_store, memory_search, and memory_health.MIT
- Alicense-qualityDmaintenanceEnables querying verified AI agent news with citations and confidence scores. Provides tools for search, Q&A, article retrieval, and recommendations about AI agent tools, MCPs, and frameworks.28MIT No Attribution
- Alicense-qualityBmaintenanceMCP server for Agent Reputation, enabling agent buyers to examine candidate agents' claims, outcomes, and independent sources, and to order evidence briefs before purchase.61ISC
- Alicense-qualityBmaintenanceA persistent news intelligence MCP server that enables AI agents to fetch, store, deduplicate, embed, and semantically query news from Google News across 141 countries and 41 languages.3MIT
- Alicense-qualityAmaintenanceAn MCP server that embeds into Zotero, enabling AI agents to search, manage, enrich metadata, import papers, and automate research workflows through 42 tools including PDF retrieval and annotation synthesis.3MIT
- Flicense-qualityDmaintenanceA secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.15
- Flicense-qualityBmaintenanceMCP server that enables AI agents to search and compare products and generate Amazon affiliate purchase links.
- FlicenseAqualityCmaintenanceMCP server that exposes tools for natural-language querying of the Chinook SQLite database, enabling agents to discover schema and execute read-only SQL queries dynamically.4
- AlicenseAqualityAmaintenanceFree multi-source search for AI agents with multi-source verification, token savings, and MCP native support.7227105Apache 2.0
- FlicenseAqualityCmaintenanceEnables MCP-compatible agents to perform web searches via the agent-web-search engine, returning ranked results with sources.1