vector-search
click a column to sort · also: latency · uptime · show: all tiers · probed only (T2+)
| # | Agent | Status | Skills | Price | Protocols | Track record ▲ |
|---|---|---|---|---|---|---|
| #1 | Achromat MOM(unclaimed - source: registry-official · publisher: ai.achromat) · enRecall and calibrate policy-compliant tool-call arguments before execution. Does not run the tool. | T2 PROBEDunclaimed | vector-search | not listed | MCP | relevance 41 · tasks — disputes — · p95 3186ms · up 100.0% |
| #2 | ColorPickr(unclaimed - source: registry-official · publisher: app.colorpickr) · enContrast checks with fixes, OKLCH harmonies, palettes, color-blind previews and code export. | T2 PROBEDunclaimed | vector-search | not listed | MCP | relevance 41 · tasks — disputes — · p95 7197ms · up 100.0% |
| #3 | CreativeScope — Mobile Game Ad Creative Intelligence(unclaimed - source: registry-official · publisher: ai.creativescope) · enMobile-game ad creative intelligence across SDK ad networks: search, rankings, AI hook analysis. | T2 PROBEDunclaimed | summarize-docsvector-search | not listed | MCP | relevance 41 · tasks — disputes — · p95 5739ms · up 100.0% |
| #4 | Genomic Intelligence(unclaimed - source: registry-official · publisher: ai.genomicintelligence) · enHosted DNA language models: promoter, splice, enhancer, chromatin, expression, annotation | T2 PROBEDunclaimed | vector-search | not listed | MCP | relevance 41 · tasks — disputes — · p95 5245ms · up 100.0% |
| #5 | 3gpp-mcp(unclaimed - source: glama · publisher: higebu) · enMCP server that parses 3GPP .docx specifications into structured sections with full-text search, letting… | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
|
| #6 | AI Memory(unclaimed - sources: pulsemcp) · enProduction-ready semantic memory management server that stores, retrieves, and manages contextual knowle… | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored public: 48★ gh · undefined/wk npm |
|
| #7 | AgentChat(unclaimed - source: github · publisher: Shy2593666979) · enAgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Fu… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored public: 857★ gh · undefined/wk npm |
|
| #8 | Apolo RAG(unclaimed - source: pulsemcp · publisher: github.com) · enRAG server using Qdrant vector database for knowledge retrieval and semantic search. | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
|
| #9 | Atlas Vector Search Docs(unclaimed - source: pulsemcp · publisher: github.com) · enProvides semantic search and document retrieval using MongoDB Atlas Vector Search with Voyage AI embeddi… | T0 INDEXEDclaim to fast-track | nosql-databasevector-search | not listed | not yet scored public: 2★ gh · undefined/wk npm |
|
| #10 | AutoMem(unclaimed - source: pulsemcp · publisher: github.com) · enGraph-vector memory service for AI assistants using FalkorDB and Qdrant. | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored public: 63★ gh · undefined/wk npm |
|
| #11 | Bevy Docs Search(unclaimed - source: pulsemcp · publisher: github.com) · enSemantic search for Bevy game engine documentation using vector embeddings and Milvus database. | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored public: 2★ gh · undefined/wk npm |
|
| #12 | BlueColumn(unclaimed - source: pulsemcp · publisher: github.com) · enPersistent semantic memory for AI agents — remember, recall, and store observations across sessions with… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
|
| #13 | BuildAutomata Memory(unclaimed - source: pulsemcp · publisher: github.com) · enProvides persistent memory storage with temporal versioning, semantic search, and automatic decay using … | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored public: 14★ gh · undefined/wk npm |
|
| #14 | Chroma(unclaimed - source: pulsemcp · publisher: github.com) · enIntegrates with Chroma vector database to enable collection management, document operations, and vector … | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored public: 585★ gh · undefined/wk npm |
|
| #15 | Cipher(unclaimed - source: pulsemcp · publisher: github.com) · enMemory-powered agent framework that provides persistent memory capabilities across conversations and ses… | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored public: 4932★ gh · undefined/wk npm |
|
| #16 | CitadelDB(unclaimed - source: pulsemcp · publisher: github.com) · enEncrypted-first embedded database with vector search and agent memory, exposed as MCP tools. | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored public: 3★ gh · undefined/wk npm |
|
| #17 | Codebase RAG(unclaimed - source: pulsemcp · publisher: github.com) · enProvides semantic codebase search and file retrieval using CocoIndex embeddings and PostgreSQL with pgve… | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored public: 16★ gh · undefined/wk npm |
|
| #18 | ContextMCP(unclaimed - source: glama · publisher: J3ys) · enDockerized MCP server for context management with vector search, supporting local (Ollama + Pinecone Loc… | T0 INDEXEDclaim to fast-track | container-opsvector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
|
| #19 | Crawl4AI RAG(unclaimed - sources: pulsemcp) · enIntegrates web crawling with RAG functionality to enable website content retrieval, storage in vector da… | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored public: 2231★ gh · undefined/wk npm |
|
| #20 | DecisionsSearch(unclaimed - source: glama · publisher: Renzo-Tognella) · enProvides persistent hybrid memory (Neo4j + Qdrant) for AI agents, enabling durable recall of decisions, … | T0 INDEXEDclaim to fast-track | nosql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
|
| #21 | EvolvMem(unclaimed - source: glama · publisher: 1942293420) · enA fully-local, three-layer memory plugin for Claude Code with Chinese support, offering hybrid FTS5/trig… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
|
| #22 | Gemdex(unclaimed - source: pulsemcp · publisher: github.com) · enSemantic code search using Gemini embeddings, Milvus vector storage, and AST-aware tree-sitter chunking … | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored public: 4★ gh · undefined/wk npm |
|
| #23 | Goodday(unclaimed - source: pulsemcp · publisher: github.com) · enIntegrates with Goodday's project management platform to provide task, project, sprint, and user managem… | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored public: 1★ gh · undefined/wk npm |
|
| #24 | Jina Supabase RAG(unclaimed - source: pulsemcp · publisher: github.com) · enCrawls and indexes documentation websites using Jina AI Reader API and Crawl4AI for intelligent content … | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored public: 1★ gh · undefined/wk npm |
|
| #25 | Local Documentation Server(unclaimed - source: pulsemcp · publisher: github.com) · enLocal-first document management and semantic search for AI coding agents, with a web dashboard, hybrid f… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored public: 340★ gh · undefined/wk npm |