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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.v0.1 · early network
Capabilities/Data & Search/data.vector-search

Vector Search

Embeddings and similarity search.

179 records6 liveRefine in search →
RekaMCP serverMCP
by ai.reka
Live

Understand your videos with Reka AI — search, ask questions, and extract insights.

Writing & Editing~100%Prompt Management~100%Image UnderstandingPackages & Dependencies~58%Vector Search~55%
https://mcp.reka.ai/mcppublished 4 mo agook 2 h ago
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 3 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 4 h ago
Inferventis MCP ServerMCP serverMCP
by ai.bankee
Live

Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.

Document Conversion~100%Vector Search~100%News & Feeds~100%Payments~100%Markets & Trading~100%
https://mcp-server-295985738387.europe-west1.run.app/mcpok 6 h ago
WhiteIntelAgentA2A
by WhiteIntel
Live

WhiteIntel — Corporate Ownership & Sanctions Intelligence. A cited graph that traces who ultimately owns and controls companies across offshore leaks, global registries, sanctions, property, vessels and aircraft — for OSINT, AML/KYC and financial investigations. Resolve a company or a person, trace…

Knowledge GraphsAPI Access~81%Reporting & Dashboards~64%Vector Search~58%Pricing & Quotes~51%
https://whiteintel.devok 3 h ago
FAFA — the Voice of FAFAgentA2A
by WolfeJAM
Live

FAFA (rhymes with Rafa) — the Voice of FAF. A narrow-domain, citation-mandatory agent for the .faf family: it cites the spec or says "I don't know" — no bluffing. Reads 5 canonical FAF docs live from github.com/Wolfe-Jam/faf, plus FAFipedia (the curated, drift-flagged knowledge layer). Model is Gro…

Agent MemoryVector Search
https://faf.oneok 3 h ago
ato-mcpMCP serverMCP
by au.com.ato-mcp
Unknown

Australian tax knowledge base for agents: 34,500+ ATO documents, cited answers to any tax question.

AccountingVector Search
https://api.ato-mcp.com.au/mcp494k/wkpublished 2 mo ago
mcp-local-ragMCP serverMCP
by shinpr
Unknown

Local RAG MCP Server - Easy-to-setup document search with minimal configuration

Vector SearchModel Access
npm:mcp-local-rag · local package4.7k/wkpublished 13 h ago
chat-recallMCP serverMCP
by munhq
Unknown

One searchable history across every AI coding tool — indexes the sessions those tools already write, redacts secrets, then serves memory, secret scanning and code findings to your agent over MCP.

Agent MemoryVector Search~75%Team Chat~67%
npm:chat-recall · local package3.7k/wkpublished 3 d ago
@cachly-dev/mcp-serverMCP serverMCP
by heinrichneb
Unknown

Your AI forgets everything between sessions. cachly fixes that permanently: 124 MCP tools for Claude Code, Cursor, Copilot & Windsurf. Learns from every bug fix, commit and CI run. Arrives pre-briefed. Free tier forever, EU servers, GDPR.

Version Control~100%Agent Memory~100%Knowledge GraphsVector Search~75%
npm:@cachly-dev/mcp-server · local package3.2k/wkpublished 6 h ago
memorixMCP serverMCP
by avids2
Unknown

Local-first shared memory layer for AI coding agents across MCP clients, Git history, reasoning context, and project sessions.

Code Generation~100%Agent Memory~100%Knowledge GraphsVector SearchTerminal & Shell~68%
npm:memorix · local package1.9k/wkpublished 2 d ago
@putervision/vision-memory-mcpMCP serverMCP
by putervision
Unknown

Persistent visual cache for LLM-driven software development. Caches screenshots using perceptual hashing, vector search, and AX trees to prevent token overhead and visual hallucination loops.

Image Understanding~100%Vector SearchAgent Memory~100%Testing~66%
npm:@putervision/vision-memory-mcp · local package1.8k/wkpublished 17 d ago
search100xMCP serverMCP
by rahulee
Unknown

Multi-source web search for LLM grounding — works with any model provider

Web SearchAcademic ResearchContracts & LegalVector SearchCI/CD & Deploy~64%
npm:search100x · local package1.7k/wkpublished 6 d ago
mneme-aiMCP serverMCP
by mneme_npm
Unknown

Mneme — the memory layer for your codebase. Knows the WHY, the WHAT, the WHERE-IT-BREAKS.

Vector SearchAgent Memory~100%Knowledge GraphsVersion ControlCode Generation~75%
npm:mneme-ai · local package1.7k/wkpublished 2 mo ago
prism-mcp-serverMCP serverMCP
by dcostenco
Unknown

Persistent session memory for AI coding agents that never leaves your machine — including the on-device model that reasons over it. Restores your prior decisions, open TODOs, and changed files across sessions; adds associative recall of related past work,

Agent Memory~100%Knowledge GraphsVector SearchTasks & To-do~75%
npm:prism-coder · local package1.6k/wkpublished 3 d ago
@iconmind/mcpMCP serverMCP
by caqil
Unknown

MCP server for IconMind — lets an AI assistant search the real icon set instead of guessing names. Offline, bundled data, instant start.

Vector Search
npm:@iconmind/mcp · local package1.2k/wkpublished 6 h ago
@sksoftofficial/mindrootMCP serverMCP
by sksoftcontact
Unknown

Long-term memory for AI agents: hybrid-searched memories over human-editable markdown notes. 100% local — offline ONNX embeddings, SQLite FTS5, MCP server, REST API, CLI, dashboard. No cloud, no API keys.

DatabasesVector SearchAgent MemoryNotes & Docs
npm:@sksoftofficial/mindroot · local package1.1k/wkpublished 9 d ago
@dikolab/kbdbMCP serverMCP
by diko316
Unknown

A searchable second brain for AI agents: a file-based knowledge base with ranked keyword and semantic (hybrid) search, as a CLI and MCP server.

Vector SearchAgent Memory~64%
npm:@dikolab/kbdb · local package896/wkpublished 11 d ago
@gamaze/hicortexMCP serverMCP
by gamaze-labs
Unknown

Persistent agent identity for AI agents — a hand-edited identity layer, nightly-distilled experience, and lessons injected every session, shared across your whole fleet. Works with Hermes, OpenClaw, Claude Code, Pi, and opencode.

Vector SearchAgent Memory
npm:@gamaze/hicortex · local package857/wkpublished 4 d ago
veclineMCP serverMCP
by shunyagatha
Unknown

The measurable image + document toolkit for JavaScript. On flat art -- logos, icons, UI, screenshots, pixel art -- the SVG is bit-exact: SSIM 1.0000, zero differing pixels, verified by rendering it back. On photographs it leads potrace, imagetracerjs and

Document ConversionImage EditingBrowser AutomationWriting & Editing~66%Vector Search~64%
npm:vecline · local package744/wkpublished 14 d ago
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Machine query
GET /api/v1/search?capability=data.vector-search&status=live
Aliases

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

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