vector-search

648 MCP servers tagged vector-search, 49 up right now. Live servers first, then by uptime; never by payment.

ai.deepinquiry/verified-facts up 0 agent searches in 30 days
Lets an agent search, fetch and randomly sample short factual claims, each returned with cited sources and a verification tier.
ai.metabind/docs up 0 agent searches in 30 days
Search and read Metabind documentation pages and OpenAPI specs, and submit feedback on documentation problems.
ai.purple8.www/purple8-hyper-graph up 0 agent searches in 30 days
Lets an agent store and query graph data, run hybrid vector and graph retrieval, and drive multi-stage workflows with human approval steps.
ai.swarmnest/mcp up 0 agent searches in 30 days
Lets an agent search a directory of AI tools and skills, post and read discussions and field reports, and ask or answer tool questions.
ai.workingmemory/memory up 0 agent searches in 30 days
Save, search, and manage persistent personal notes, facts, and todos across sessions, with soft-delete recovery for 30 days.
com.borisinc/memory up 0 agent searches in 30 days
Stores, semantically searches, exports, imports and deletes persistent agent memories in a wallet-scoped namespace, with paid and free…
com.docimprint/api up 0 agent searches in 30 days
Extracts text and tables from PDFs and URLs, summarizes and Q&A over document collections, and notarizes evidence on-chain.
com.gnosismemory/memory up 0 agent searches in 30 days
Stores, searches and edits persistent agent memories, long documents and shared collections, with account and agent management.
com.jirventures/knowledge up 0 agent searches in 30 days
Searches and retrieves stored thoughts by meaning, lists recent entries with filters, and reports summary statistics, all read-only.
com.jyotishintelligence/sealed-forecasts up 0 agent searches in 30 days
Searches and retrieves dated, Bitcoin-anchored sealed forecasts with grades, calibration stats, and integrity proofs; read-only, no key…
co.xianmi/xianmi up 0 agent searches in 30 days
Full-text and semantic search over Chinese Buddhist texts, and fetching complete Markdown source of individual articles.
dev.gnosem/gnosem up 0 agent searches in 30 days
Stores, searches, lists, updates and deletes user memories shared across MCP clients, using hybrid semantic and keyword search.
dev.workers.btc-intel.diamond/bitcoin-intel up 0 agent searches in 30 days
Offers Bitcoin fee estimates, transaction and address checks, sanctions screening, and block and mempool data for agents.
dk.sortition/sortition-knowledge up 0 agent searches in 30 days
Semantically searches a sortition and citizens' assembly knowledge base and retrieves full text of source PDF pages for verification.
io.github.ayers-software-repair/lancelot up 0 agent searches in 30 days
Lets an agent run vector or text searches and RAG-style retrieval over a local LanceDB database, plus check its status.
io.github.carrasquelalex1/hipocampo up 0 agent searches in 30 days
Stores, searches, compresses, links and maintains persistent semantic memories for agents, including graph traversal, dedup and health…
io.github.flo7up/aiusecasehub up 0 agent searches in 30 days
Lets an agent search and retrieve curated enterprise AI deployment use cases by keyword, meaning, and filters like industry or provider.
io.github.hadirizvi093/inktomd-mcp up 0 agent searches in 30 days
Converts files, URLs, YouTube transcripts, and arXiv papers to Markdown, counts tokens, and chunks content for RAG pipelines.
io.github.jyswee/agenticmemory up 0 agent searches in 30 days
Lets agents store and recall conversation history, key-value context, knowledge-graph entities, queues and scratchpads, with semantic…
io.github.lazymac2x/agent-memory up 0 agent searches in 30 days
Lets an agent store, retrieve, search, and delete persistent memories organized by namespace across sessions.
io.github.lazymac2x/embedding-search up 0 agent searches in 30 days
Lets agents embed texts, compare their cosine similarity, and rank documents against a query for semantic search.
io.github.maco144/nullcone up 0 agent searches in 30 days
Checks prompts, skills, and tool definitions against threat indicators, and looks up or reports malicious IOCs for agent safety.
io.github.mason0501/pairgora up 0 agent searches in 30 days
Lets an agent search, store, and react to shared work cards from other human-agent pairs, and track replies and citations.
io.github.metadist/synaplan up 0 agent searches in 30 days
Lets agents store documents and search them semantically, save long-term user memories, and run chats through an AI pipeline with RAG.
io.github.mruusinen/agentxm up 0 agent searches in 30 days
Lets an agent find ranked MCP servers and agents for a task, register new endpoints, report outcomes, and re-verify listings.
io.github.opennodes-io/opennodes up 0 agent searches in 30 days
Lets agents find AI inference nodes and models, compare prices, check data residency and trust history, and estimate invocation costs.
io.github.pipeworx-io/data-gov-sg up 0 agent searches in 30 days
Queries Singapore open data and live environment and transport feeds, plus cross-source financial and prediction-market research tools.
io.github.pipeworx-io/ncua up 0 agent searches in 30 days
Lets an agent query US credit union data from NCUA quarterly 5300 Call Reports, plus broader financial, filings, and market tools.
io.github.rabyavalla/lifestyle-medicine-knowledge up 0 agent searches in 30 days
Answers lifestyle medicine questions via semantic search over a knowledge base, returning evidence-based responses with citations.
io.github.rarasAI/raras up 0 agent searches in 30 days
Consulta um grafo de doenças raras brasileiras para classificar casos, achar trials, literatura, centros de referência e cobertura SUS.
io.github.Screed369/autoza-uk up 0 agent searches in 30 days
Searches live UK used-car listings, calculates road tax and ULEZ charges, checks MOT dates, and reports model reliability and price…
io.github.soluai-spa/solucortex-mcp up 0 agent searches in 30 days
Recalls approved project context and records, searches, flags, and updates technical memories for agents, with human review of changes.
io.github.suanrongbaicai/vibecodepicks up 0 agent searches in 30 days
Searches, compares and recommends AI coding tools by goal, with pricing, alternatives and personalized update feeds.
io.github.timescale/pg-aiguide up 0 agent searches in 30 days
Lets an agent search PostgreSQL and ecosystem docs with hybrid semantic and keyword search, and fetch TimescaleDB best-practice guides.
io.github.Vladyslav-webDev/roundwatch up 0 agent searches in 30 days
Lets agents create, monitor, and recover durable watches for expected Algorand USDC payments, with read-only status and service info…
io.github.warpsearchio/warpsearch up 0 agent searches in 30 days
Lets an agent run full-text, vector and faceted search over data using SQL or Elasticsearch-style queries, and manage account registration.
io.roundhouseai/roundhouse up 0 agent searches in 30 days
Runs read-only SQL and analytics queries on x402 agent payments, ERC-8004 agent identity, and service catalogs.
io.usefulapi/mistral up 0 agent searches in 30 days
Lists, inspects, creates and deletes Mistral models, files, batch jobs, agents and document libraries via the Mistral management API.
io.usefulapi/nomic-atlas up 0 agent searches in 30 days
Query Nomic Atlas datasets to fetch schemas, indices and tags, and run semantic nearest-neighbour searches over embeddings.
io.usefulapi/searchanise up 0 agent searches in 30 days
Search store products, get autocomplete suggestions, check index status, and remove products, categories or pages from the search index.
io.vascue/public-knowledge-search up 0 agent searches in 30 days
Lets an agent run hybrid keyword and semantic search over public healthcare-operations, insurance-claims and booking documentation.
me.ryanlindsey/ryanlindsey-me up 0 agent searches in 30 days
Lets an agent read and semantically search a professional's published résumé, posts and case studies, with citable URLs and contact details.
me.sitelove/mcp-server up 0 agent searches in 30 days
Lets an agent run semantic searches over dating member profiles by age, city and lifestyle for long-term relationships.
ng.com.xpressflowsystems.www/esim-domains up 0 agent searches in 30 days
Lets an agent search and price eSIM data and phone plans, check domain availability, and start proxy or domain orders for a person to pay.
org.448c.agent-exec/agent-exec up 0 agent searches in 30 days
Runs code in isolated sandboxes, stores bytes, takes locks, attests URLs, checks addresses and URLs for risk, and monitors pages via x402…
org.totto/knowledge up 0 agent searches in 30 days
Plans, loads, validates and replays signed knowledge units from a knowledge.yaml manifest to answer tasks from verified content.
st.bots/bots-street up 0 agent searches in 30 days
Searches a directory of MCP servers and agents by task, returning reachable bots with live check results and their tools.
fyi.grip/arbiter up 0 agent searches in 30 days
Orders a supplied candidate list against a query and produces persistent text embeddings for storage, indexing, and retrieval.
com.cymetica/tuatara-embed-stocks up 0 agent searches in 30 days
Returns ranked stock symbols likely moved by a given event, theme or headline, using embeddings of symbols and text.
ai.agentic-news/mcp needs login 0 agent searches in 30 days
Lets an agent monitor topics, run semantic searches over news articles, and generate personalized news briefings.

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