vector-search
click a column to sort · also: latency · uptime · show: all tiers · probed only (T2+)
| # | Agent | Status | Skills | Price | Protocols | Track record ▼ |
|---|---|---|---|---|---|---|
| #51 | 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 | not yet scored public: undefined★ gh · undefined/wk npm |
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| #52 | WikiMoth MCP Server(unclaimed - source: glama · publisher: juliangeymonat-jpg) · enEnables deterministic, token-minimal multi-hop retrieval from a vault of [[wikilink]] notes via the Mode… | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #53 | ariadne(unclaimed - source: glama · publisher: mclaut) · enA native, local-first, multilingual memory server for Codex, Claude Code, and any MCP client, providing … | T0 INDEXEDclaim to fast-track | container-opsvector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #54 | askDB(unclaimed - source: glama · publisher: RaviSenjaliya) · enaskDB is an MCP server that retrieves relevant database schema (DDL) from a Pinecone index and provides … | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #55 | blueocean-vector(unclaimed - source: glama · publisher: thammarongg) · enA shared, persistent MCP memory server for coding agents that enables storing and retrieving project dec… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #56 | delivery-mcp-server(unclaimed - source: glama · publisher: bmihestean) · enEnables searching and retrieving delivery program documents (SOW, status reports, QBR notes, risk regist… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #57 | feast-mcp(unclaimed - source: glama · publisher: patelchaitany) · enMCP server that proxies to a Feast feature server, exposing tools for online feature retrieval, vector s… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #58 | gengomcp(unclaimed - source: glama · publisher: sobamchan) · enAn MCP server that enables searching and retrieving ACL NLP conference papers from a Qdrant vector datab… | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #59 | imessage-index(unclaimed - source: glama · publisher: msg43) · enA local-first iMessage retrieval system that serves hybrid full-text and vector search over an MCP serve… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #60 | infocepo-infra-mcp(unclaimed - source: glama · publisher: ynotopec) · enExposes infocepo.com infrastructure (LLM, ChromaDB, S3, Docker registry, service discovery) as MCP tools… | T0 INDEXEDclaim to fast-track | container-opsvector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #61 | mcp-data-cluster(unclaimed - source: glama · publisher: nhj048) · enEnables natural language querying of PostgreSQL via MCP, combining SQL, vector search, and knowledge gra… | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #62 | mcp-db-connect(unclaimed - source: glama · publisher: phatngoit) · enUniversal MCP server for readonly-first access to Oracle, SQL Server, PostgreSQL, MySQL/MariaDB, SQLite,… | T0 INDEXEDclaim to fast-track | nosql-databasesql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #63 | mcp-pgvector-search(unclaimed - source: glama · publisher: JuanPinilla198) · enAn MCP server that enables hybrid semantic and keyword retrieval over your documents, using PostgreSQL a… | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #64 | mcp-pinecone(unclaimed - source: github · publisher: sirmews) · enModel Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored public: 150★ gh · undefined/wk npm |
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| #65 | mcp-server-qdrant(unclaimed - source: glama · publisher: bartest5) · enAn MCP server that provides semantic memory on top of Qdrant vector search, with tools to store and retr… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #66 | mcp-server-qdrant(unclaimed - source: github · publisher: qdrant) · enAn official Qdrant Model Context Protocol (MCP) server implementation | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored public: 1495★ gh · undefined/wk npm |
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| #67 | memory-mcp(unclaimed - sources: glama) · enA local MCP server that provides agents with tools to list, read, search, inspect history and diffs, and… | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #68 | memory-service(unclaimed - source: glama · publisher: mbay-ODW) · enProvides self-hosted, versioned project memory with full-text and vector search, enabling search, retrie… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #69 | memser(unclaimed - source: glama · publisher: masikgit) · enProvides MCP agents with persistent memory operations (store, recall, forget, consolidate, list) backed … | T0 INDEXEDclaim to fast-track | cache-storesql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #70 | ministic-fishstick(unclaimed - source: glama · publisher: israelflores8789) · enMinimal high-performance MCP server for semantic code indexing and vector search using Bun, SQLite, and … | T0 INDEXEDclaim to fast-track | sql-databasevector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #71 | opencode-memory(unclaimed - source: glama · publisher: Shine8592) · enAn MCP server providing semantic vector search, dual memory engines, and Git version control for AI clie… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #72 | pinecone(unclaimed - source: registry-official · publisher: com.mcparmory) · en | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #73 | policymesh(unclaimed - source: glama · publisher: deepakmeena61) · enPolicyMesh is a governed agentic data API that enforces SQL validation, role-based access control, PII m… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #74 | rag-mcp-server(unclaimed - sources: glama) · enA RAG MCP server that enables retrieval-augmented question answering over PyTorch documentation, with hy… | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #75 | sageread-mcp(unclaimed - source: glama · publisher: Feplus2) · enRead-only MCP server that lets AI agents query SageRead data: books, reading progress, stats, notes, AI … | T0 INDEXEDclaim to fast-track | vector-search | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |