Find code by concept, symbol, or path using hybrid search that automatically routes queries to the appropriate method.
AGPL 3.0
295,204 tools. Last updated 2026-07-13 16:10
"Agent Dilemma - Concept or Topic Search" matching MCP tools:
- Search a knowledge base about AI-native development, agent/harness engineering, and dev practice. Returns ranked matches with concept IDs for full-text retrieval.
- Search the global concept store in Kratos-MCP to retrieve relevant code snippets, comments, or runtime traces using query keywords, result limits, and optional concept filters.
- Retrieve concept lessons, mastery, and history for a specific task statement ID.MIT
- Trace the ordered chain of prerequisite concepts needed to understand a target concept, enabling gap-filling and study sequencing.MIT
- Search YouTube for videos, channels, or playlists on any topic. Returns up to 50 results with metadata for topic-based discovery.MIT
Matching MCP Servers
- Alicense-qualityDmaintenanceEnables LLMs to perform conceptual search over local PDF/EPUB documents using a RAG pipeline with corpus-driven concept extraction and WordNet enrichment.Last updated3MIT
- Alicense-qualityAmaintenanceEnables AI agents to query OpenRouter model information including prices, ELO rankings, context, and perform comparisons.Last updated741MIT
Matching MCP Connectors
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- Search live AWS documentation to find the correct doc page for any service, API, or concept. Get ranked results with titles, URLs, summaries, and excerpts.MIT
- Search a knowledge graph for entities like people, organizations, or technologies using semantic similarity. Discover who or what is mentioned in memories and find entities by concept.MIT
- Search Mockzilla documentation by keyword to retrieve top-scoring sections with topic, heading, and snippet. Use this to verify syntax or features before answering.MIT
- Navigate the OMOP vocabulary hierarchy to find ancestor or descendant concepts, supporting phenotype definition and concept set building.MIT
- Retrieve the complete reported time series for a single XBRL financial concept, such as Revenues or NetIncomeLoss, for a specific US equity ticker.MIT
- Find the canonical landing page for a topic on an authority domain by walking its sitemap or robots.txt. Falls back to site-restricted search if no sitemap exists.Apache 2.0
- Find medical concepts similar to a reference concept, name, or query using semantic, lexical, or hybrid algorithms. Explore related concepts and build phenotype sets.MIT
- Find APIs across multiple frameworks using concept search. Enter a phrase like 'state management' to discover matching functions like useState, createStore, and more.MIT
- Retrieve detailed information about an OMOP concept by its numeric concept_id. Get concept name, vocabulary, domain, class, standard status, valid dates, and synonyms.MIT
- Search meme templates by name or topic (e.g., 'drake'). Returns matches with slug, image URL, and caption count.MIT
- Link memories to agents or recall agent-specific memories, using filters for category, project, and search query.MIT
- Search a merchant catalog by keyword, category, capability, or country to find merchants supporting AI agent purchases.MIT
- Retrieve the summary, facts, and relationships for a specific entity like a person, project, or concept.MIT
- Execute multiple web searches simultaneously to gather comprehensive information and diverse viewpoints on a topic. Provide distinct search queries to explore different aspects effectively.Apache 2.0