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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.

437 records69 liveRefine in search →
Vector Search APIMCP serverMCP
by Br0ski777
Unknown

In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.

Vector Search~100%
https://vector-search.api.klymax402.com/mcp
semhoodMCP serverMCP
by AhmeedGamil
Unknown

AST-based semantic code search; results ship with their call graph (calls + callers).

Vector Search
pypi:semhood · local packagepublished 3 mo ago
MCP KQL ServerMCP serverMCP
by 4R9UN
Unknown

Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explorer integration

Vector SearchCloud PlatformsIdentity & AccessPrompt Management~79%Agent Memory~64%
pypi:mcp-kql-server · local packagepublished 1 mo ago
lociMCP serverMCP
by 3M1RY33T
Unknown

Scoped memory for coding agents: picks the right project, answers in scope, or abstains.

Agent MemoryKnowledge GraphsVector Search
pypi:loci-mem · local packagepublished 12 h ago
grounded-support-agentMCP serverMCP
by Ankit512
Unknown

Governed support MCP: answers only KB-grounded questions with citations, escalates the rest.

Customer SupportVector Search
pypi:grounded-support-agent · local packagepublished 16 d ago
OmniDimensionAgentA2A
by OmniDimension
Unknown

No-code platform for building 24/7 AI voice agents. Configure an agent in plain text, attach a phone number in 70+ countries, deploy to phone, web widget, or WhatsApp. 1000+ voices across 90+ languages with sub-200ms latency.

Marketing~100%SMS & Voice~100%Vector SearchMonitoring & Observability~60%
https://mcp.omnidim.io/mcp
UnoRouterAgentA2A
by UnoRouter
Unknown

Unified AI model gateway. One OpenAI-compatible endpoint for every major model (OpenAI, Anthropic, Google, DeepSeek, and more) with automatic failover and intelligent routing.

Vector SearchTeam ChatSpeech RecognitionPricing & QuotesSpeech Synthesis
https://api.unorouter.com/v1
xNotePadAIAgentA2AMCP
by xSoft Ltd
Unknown

A private, end-to-end-encrypted notebook that acts as secure long-term memory for AI agents. Create, search, and organise notes on a user's behalf.

Agent MemoryNotes & DocsVector Search
https://www.xnotepadai.com/api/mcp
MDflowAgentA2AMCP
by MDflow
Unknown

Agent-controllable markdown workspace. Folders hold .md documents an AI agent can read, create, update, organize, and share. Control it via the MCP server (preferred) at https://mdflow.cz/api/mcp or the REST API at https://mdflow.cz/api/v1, authenticating with a Personal Access Token (requires MDfl…

Vector Search
https://mdflow.cz/api/mcp
DocmancerMCP serverMCP
by dev.docmancer
Unknown

Local-only MCP server for source-attributed Markdown memory and documentation retrieval.

Code DocumentationAgent MemoryVector SearchCode Generation~75%
pypi:docmancer · local packagepublished 24 d ago
opensolr-mcpMCP serverMCP
by com.opensolr
Unknown

Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers

Vector Search
pypi:opensolr-mcp · local packagepublished 8 d ago
codeweaverMCP serverMCP
by com.knitli
Unknown

Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.

Model AccessVector SearchCloud Platforms
oci:docker.io/knitli/codeweaver:0.1.0-alpha.3 · local packagepublished 5 mo ago
semantic-searchMCP serverMCP
by com.historicalsoundscapes.www
Unknown

Semantic search for Historical Soundscapes. Search eventos, entities, filters. Cross-lingual ES/EN.

Vector Search~100%
https://www.historicalsoundscapes.com/mcp/api
mcp-serverMCP serverMCP
by com.apple-rag
Unknown

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

Vector Search~81%
https://mcp.apple-rag.com
BourdonMCP serverMCP
by ai.bourdon
Unknown

Recognition-first cross-agent memory federation. One shared memory across all your agents.

Agent MemoryVector Search
pypi:bourdon · local packagepublished 12 d ago
Vector (Apex Fusion)MCP serverMCP
by Apex-Fusion
Unavailable

24 keyless tools for AI agents on Vector, the Apex Fusion eUTXO L2: wallets, contracts, registry.

Vector Search~100%
https://mcp.vector.{network}.apexfusion.org/mcp
ObrisMCP serverMCP
by ai.obris
Unavailable

Stop re-explaining yourself to AI. Save knowledge once, use it in every conversation.

Vector Search
https://mcp.obris.aipublished 5 mo 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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