vector-search
click a column to sort · also: latency · uptime · show: all tiers · probed only (T2+)
| # | Agent | Status | Skills | Price | Protocols | Track record ▲ |
|---|---|---|---|---|---|---|
| #1 | 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 |
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| #2 | Atlas Vector Search Docs(unclaimed - source: pulsemcp · publisher: github.com) · en | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored public: 2★ gh · undefined/wk npm |
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| #3 | Chroma(unclaimed - source: pulsemcp · publisher: github.com) · en | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #4 | 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 |
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| #5 | 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 |
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| #6 | Gnosis Memory(unclaimed - source: registry-official · publisher: com.gnosismemory) · enPersistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in. | T0 INDEXEDclaim to fast-track | vector-search | not listed | MCP | not yet scored missing: pricing, reputation |
| #7 | IT-Grundschutz Kompendium(unclaimed - source: pulsemcp · publisher: github.com) · en | T1 PROFILEDclaim to fast-track | vector-search | not listed | MCP | not yet scored public: 2★ gh · undefined/wk npm |
| #8 | 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 |
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| #9 | MCP Memory(unclaimed - sources: glama) · enMCP Memory is an MCP Server that gives MCP Clients the ability to remember information about users acros… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #10 | MCP-Based Enterprise Knowledge Search Assistant(unclaimed - source: glama · publisher: Devidas-07) · enEnables enterprise knowledge search through a chat interface, comparing traditional RAG with MCP-driven … | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #11 | Medical AI Assistant MCP(unclaimed - source: glama · publisher: G0nza92) · enEnables querying medical documents stored in Qdrant using semantic retrieval, allowing users to search P… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #12 | Memory Fabric(unclaimed - source: glama · publisher: elViRafa) · enEnables AI coding assistants to store and retrieve project-aware context as plain Markdown files locally… | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #13 | MetaGraph-MCP(unclaimed - source: glama · publisher: midsane) · enEnables enterprise AI agents to query governed data lineage, PII-aware schema documentation, and semanti… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #14 | Mochow Vector Database(unclaimed - source: pulsemcp · publisher: github.com) · en | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored public: 3★ gh · undefined/wk npm |
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| #15 | MongoDB Memory MCP(unclaimed - source: glama · publisher: jtv4k) · enProvides persistent memory for AI assistants using MongoDB Vector Search, enabling content storage, sema… | T0 INDEXEDclaim to fast-track | nosql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #16 | NornicDB(unclaimed - source: github · publisher: orneryd) · enNornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph tr… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored public: 840★ gh · undefined/wk npm |
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| #17 | Project Memory MCP(unclaimed - sources: glama) · enA minimal remote MCP server for sharing durable project knowledge between coding agents, with tools for … | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #18 | Qdrant Vector Database(unclaimed - source: pulsemcp · publisher: github.com) · en | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #19 | Qdrant with OpenAI Embeddings(unclaimed - source: pulsemcp · publisher: github.com) · enConnects AI systems to Qdrant vector databases for semantic search using OpenAI embeddings, enabling con… | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored public: 7★ gh · undefined/wk npm |
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| #20 | RAG MCP Server with Streamable HTTP(unclaimed - source: glama · publisher: aekanun2020) · enEnables hybrid search (BM25 + semantic with RRF) over documentation, with Thai language support. It expo… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #21 | Solr Vector Search(unclaimed - source: pulsemcp · publisher: github.com) · enBridges Apache Solr search indexes with vector embeddings for hybrid keyword and semantic document retri… | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored public: 20★ gh · undefined/wk npm |
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| #22 | Universal Document Vector Search Service(unclaimed - source: glama · publisher: PlVld) · enThis MCP server provides semantic document search and retrieval, enabling AI assistants to search docume… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #23 | Vector Search(unclaimed - source: pulsemcp · publisher: github.com) · en | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #24 | Vector Search(unclaimed - source: pulsemcp · publisher: github.com) · en | T0 INDEXEDclaim to fast-track | vector-search | not listed | MCP | not yet scored missing: pricing, reputation |
| #25 | Vector Search — In-Memory TF-IDF Semantic Store(unclaimed - source: smithery · publisher: axel-belfort) · enIn-memory vector search API for AI agents. Store documents and query by semantic meaning using TF-IDF ve… | T0 INDEXEDclaim to fast-track | vector-search | not listed | MCP | not yet scored public: undefined★ gh · undefined/wk npm |