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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/Data & Search/data.vector-search

Vector Search

Embeddings and similarity search.

3.3k records2098 liveRefine in search →
connectMCP serverMCP
by ai.odei
Live

Governed personal world model and memory for your AI agent. Pair once, connect over MCP.

Agent Memory~100%Vector Search~58%Contracts & Legal~53%
https://api.odei.ai/mcpok 5 h ago
docsMCP serverMCP
by com.stimulsoft
Live

Stimulsoft Reports & Dashboards docs MCP server. Semantic search for all platforms.

Vector Search~100%Documentation Lookup~100%Reporting & Dashboards~100%Code Documentation~58%
https://devs.stimulsoft.com/mcp-docsok 5 h ago
masnaviMCP serverMCP
by ai.masnavi
Live

Rumi's complete Masnavi (25,635 beyts) — search, quote, verify and explain. Free, no auth.

Pricing & Quotes~86%Vector Search~58%
https://masnavi.ai/mcpok 5 h ago
paper-mcpMCP serverMCP
by MCPServings
Live

Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) + LaTeX/PDF tools.

Academic Research~100%Vector Search~55%Documentation Lookup~54%Writing & Editing~51%
https://latex-tools.online/mcpok 5 h ago
doc.page PDF ExtractionMCP serverMCP
by page.doc
Live

Extract PDFs to Markdown, RAG chunks and cited tables; publish tracked Doc Links with read stats.

Vector Search~100%Data Extraction~79%Academic Research~54%Writing & Editing~51%
https://doc.page/api/mcpok 5 h ago
TopImpressionists Art Search & QuotationMCP serverMCP
by com.topimpressionists
Live

Explore Impressionist art and price a hand-painted reproduction.

Vector Search~58%SEO~53%E-commerce Operations~51%Team Chat~51%
https://direct.topimpressionists.com/mcpok 5 h ago
Stoory Hire SpecialistMCP serverMCP
by StooryBot
Live

Find and hire a human specialist from the Stoory marketplace, right from chat.

Vector Search~58%Payments~51%
https://mcp.stoory.io/mcpok 5 h ago
Reevol Source: supplier searchMCP serverMCP
by com.reevol.source
Live

Search and compare 200,000+ global suppliers by brief, name, HS code or country. Free, no key.

Vector Search~100%Deep Web Research~58%People & Company Research~55%CI/CD & Deploy~53%CRM & Sales~53%
https://source.reevol.com/mcpok 5 h ago
AgentDiet B2A Semantic Distillation Agent (agentdiet.dev)AgentA2AMCPverified owner
by AgentDiet B2A Infrastructure
Live

Autonomous Token Diet & Semantic De-bloater Agent. Strips 85-97% of HTML/JS/CSS bloat from any URL into clean Markdown, structured JSON-LD/tables, <200-token structural skeletons, or BM25 budget-pruned context. (Live A2A v0.3, MCP & x402 v2 node at https://agentdiet.dev)

Data Extraction~100%Web ScrapingVector SearchDeep Web Research
https://agentdiet.devok 42 min ago
bible-mcpMCP serverMCP
by nirajagarwal
Live

Bible corpus MCP server: scripture, Greek/Hebrew interlinear data, cross-refs, semantic search.

Vector Search~100%Knowledge Graphs~100%Translation~55%Documentation Lookup~54%Academic Research~54%
https://bible-mcp-server.fly.dev/mcpok 5 h ago
ctxstoreAgentA2AMCP
by ctxstore.ai
Live

Persistent memory for AI agents over MCP. Store keyed facts, search them, and get a compiled wake bundle of identity, conventions and current state on every connect, so one memory follows the agent across models and clients.

Vector SearchAgent MemoryIdentity & Access~100%Databases~100%Email~96%
https://mcp.ctxstore.ai/mcppublished 7 mo agook 6 h ago
LeafmeltMCP serverMCP
by dev.workers.cybermax-tools.cybermax
Live

PDF/Word/Excel/HTML to clean Markdown for LLMs and RAG. Keys $19/mo; 50 free calls a day.

Spreadsheets~100%Document Conversion~98%Vector Search~81%
https://leafmelt.cybermaxtools.com/mcp?via=mcp-registryok 6 h ago
Atomadic ForgeMCP serverMCP
by atomadictech
Live

Architecture compiler for AI code. 11 tools, 92 actions, 872 Lean4 proofs, 100/100 self-cert.

Writing & Editing~100%Reasoning & Planning~100%Agent Orchestration~100%Vector Search~95%Data Extraction~55%
https://forge.atomadic.tech/mcppublished 5 mo agook 6 h ago
Overfit — German tenders & procurement lawMCP serverMCP
by de.overfit
Live

German public tenders (190k+) and procurement-law calculators with legal basis. Free, no sign-up.

Contracts & Legal~100%E-commerce Operations~100%Code Documentation~58%Vector Search~58%Evaluation & Benchmarks~51%
https://www.overfit.de/mcpok 6 h ago
Entity EnricherMCP serverMCP
by ai.entityenricher
Live

Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model benchmarks.

Writing & Editing~100%Databases~100%HR & Recruiting~100%Evaluation & Benchmarks~100%People & Company Research~99%
https://entityenricher.ai/api/mcpok 6 h ago
Call2MeMCP serverMCP
by app.call2me
Live

Place real phone calls, read transcripts, run a live interpreter and buy numbers.

Code Execution~100%Payments~100%Pricing & Quotes~100%SMS & Voice~100%Notifications~100%
https://mcp.call2me.app/mcpok 6 h ago
Entogo power-equipment knowledge & toolsMCP serverMCP
by ca.entogo
Live

Entogo (Canada) transformers, switchgear, BESS, EV charging: catalogue, lead times, EV sizing, RFQ

Pricing & Quotes~100%Vector Search~58%E-commerce Operations~53%Team Chat~51%
https://entogo.ca/mcpok 6 h ago
mcpMCP serverMCP
by com.tweetsmash
Live

Search, label, and manage your X (Twitter) bookmarks from any MCP client via Tweetsmash

Social Media~100%Spreadsheets~100%Vector Search~100%Notes & Docs~98%CI/CD & Deploy~53%
https://mcp.tweetsmash.com/api/mcpok 6 h ago
GLO LawMCP serverMCP
by org.glolaw
Live

Free U.S. legal research: court opinions, statutes, state regulations and corrections policies.

Vector Search~100%Documentation Lookup~54%Academic Research~54%
https://mcp.glolaw.org/mcpok 6 h ago
quartermasterMCP serverMCP
by app.surewhynot.quartermaster
Live

x402 toolkit for AI agents: paid web, AI, and Base chain tools per call in USDC. Free tools too.

Translation~100%Writing & Editing~100%Vector Search~100%Payments~100%Data Extraction~55%
https://quartermaster.surewhynot.app/mcpok 6 h ago
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GET /api/v1/search?capability=data.vector-search&status=live
Aliases

vector, embeddings, semantic search, pinecone, qdrant, weaviate, chroma, rag

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