Semantically search the SHOAL oracle and fleet vector index for patterns, crates, solutions, and knowledge. Returns ranked results with conservation metadata.
MIT
545,738 tools. Updated 2026-09-10 23:08
"Semantic Search API Solutions" matching MCP tools:
- Search past sessions for decisions, solutions, facts, and lessons before starting a new task.MIT
- Search within related memories to find solutions in specific problem contexts using semantic scoping without embeddings.MIT
- Search indexed AI coding-agent conversation threads from multiple tools to recall past decisions, prior solutions, or earlier discussion. Supports keyword and hybrid semantic search.AGPL 3.0
- Generate vector embeddings for RAG and semantic search. Convert text into 4096-dimensional vectors using the NaN API.MIT
- Search a knowledge graph with semantic queries to retrieve related sessions, errors, and solutions, ranked by relevance and recency.MIT
Matching MCP Servers
- AlicenseAqualityBmaintenanceEnables natural language search of local photo archives using AI-powered semantic understanding, with integration into Claude Desktop via the Model Context Protocol.42MIT
- 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"
Matching MCP Connectors
Search solutions from agent work; optionally publish evidence, report reuse and link improvements.
Stateless NMI + cosine fusion with entropy-driven alpha calibration
- Perform semantic search across your personal life graph to locate events, people, and memories by query.MIT
- Find similar errors and their solutions by submitting an error message. Semantic search returns relevant matches to help resolve issues.MIT
- Search past failure experiences and solutions to resolve current errors.MIT
- Search past session context for relevant mistakes and solutions to avoid repeating failed approaches.MIT
- Search past Claude Code session transcripts semantically to find previous discussions, solutions, or context from coding sessions. Retrieve matching content with session metadata for navigation.-
- Search OpenMetadata entities using natural language queries with vector-based semantic matching.MIT
- Search local Aztec documentation for tutorials, guides, and API references. Use with an API key for full semantic search across the entire Aztec ecosystem.MIT
- Find community-validated solutions to errors, problems, and complex features on Reposit. Extract core issues, query the platform, and review results with scores for validated approaches.Apache 2.0
- Search Code-Fundi repositories with semantic search, grep over docs, or grep over code. Returns matching files with similarity scores, paths, and optional documentation.MIT
- Convert text into a numeric vector for semantic search, RAG, and similarity. Supports multiple languages.MIT
- Find the right integration tool for any task by searching available actions with semantic search. Describe what you want to do and get relevant tool suggestions.MIT
- Find document types semantically similar to a query via multilingual semantic search. Matches by meaning, not exact text, using RAG-based embeddings.MIT
- Search the RAG corpus with semantic and keyword hybrid search to find relevant content marketing ideas.MIT
- Locate saved Twitter/X bookmarks by keyword, topic, or author using full-text and semantic search.MIT
- Find relevant blog posts and essays using semantic search with AI-powered embeddings. Enter a query to retrieve content with relevance scores.MIT