mcpbeat Sign in

Neural Graph Mapper MCP Server

answering

Neural Graph Mapper is answering right now. Last checked 3 min ago. It exposes 1 tools.

Transform unstructured text into queryable semantic knowledge graphs.

Uptime history 91 days of history · worst day 28%
91 days agonow
100.0%
Uptime 24h
92 of 92 checks
1
Tools
read from the server
106 ms
Response time
average over 24h
authentication required
Access
sse

Nothing serious here today

Today is the operative word: we check Neural Graph Mapper every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 3 min ago.

run in your terminal
claude mcp add neural-graph-mapper --transport sse https://neural-graph-mapper-mcp.vercel.app/api/mcp
Settings → Connectors → Add custom connector, then paste this address
https://neural-graph-mapper-mcp.vercel.app/api/mcp
~/.codex/config.toml
[mcp_servers.neural-graph-mapper]
url = "https://neural-graph-mapper-mcp.vercel.app/api/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "neural-graph-mapper": {
      "url": "https://neural-graph-mapper-mcp.vercel.app/api/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "neural-graph-mapper": {
      "type": "sse",
      "url": "https://neural-graph-mapper-mcp.vercel.app/api/mcp"
    }
  }
}

This endpoint answered with an authorization challenge. The server is running, but it did not say what kind of credentials it expects.

Available tools 1

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

map
map
Transformador Semántico de Conocimiento — /api/map endpoint. Fee: $0.04 USDC via x402.

Endpoints

URLTransportStateLatencyChecked
https://neural-graph-mapper-mcp.vercel.app/api/mcp sse needs auth 279 ms 3 min ago

Alternatives to Neural Graph Mapper

same job, measured the same way
Infranodus MCP Server Infranodus
by smithery

Map text into knowledge graphs to create a structured representation of conceptual relations and t…

answering
Obsidian MCP
by seynurmammad0v

Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools

56 installs/wk local only
QueryWeaver
by falkordb

An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.

local only
Google Knowledge Graph
by houtini-ai

Search Google's Knowledge Graph for structured information about real-world entities

498 installs/wk local only
Astria
by nodesify

Turn any codebase into a queryable knowledge graph — offline-first, zero API keys.

193 installs/wk local only
Brainkb
by brainkb

MCP server for querying BrainKB, a knowledge base for neuroscience knowledge graphs.

72 tools answering
Octocode
by muvon

AI-powered code indexer with semantic search and knowledge graphs

594 installs/wk local only
Supersimple
by supersimple

Answer questions using your semantic layer and company knowledge graph.

answering

Neural Graph Mapper — questions

Answers built from our own checks of this server.

What can Neural Graph Mapper do?
It exposes 1 tools, read directly from the server on our last check. Among them: map. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is Neural Graph Mapper working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 106 ms. The bar chart above shows every period we have measured.
How do I connect Neural Graph Mapper?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address. You will need your own credentials: it refuses anonymous clients.
Does Neural Graph Mapper need an API key?
Yes. Every time we knock, Neural Graph Mapper answers with an authorization challenge instead of its tool list — that is how we know it is running and gated rather than broken. Bring your own credentials and it will talk.
How fast is Neural Graph Mapper?
It answers our handshake in 106 ms on average, which is faster than 92% of all working MCP servers we measure. That puts it in the quick quarter of the ecosystem. The comparison comes from our own checks across the whole registry, every 15 minutes.