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ByteTrail

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AI papers, dev-tool adoption, AI news and startup funding rounds, updated daily. No key needed.

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality96strong
Trust83of 100
Uptime, 30 days100%
Latency p50517 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "bytetrail": {
      "type": "http",
      "url": "https://bytetrail.space/mcp"
    }
  }
}
claude mcp add --transport http bytetrail https://bytetrail.space/mcp
[mcp_servers.bytetrail]
url = "https://bytetrail.space/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "bytetrail": {
      "type": "remote",
      "url": "https://bytetrail.space/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "bytetrail": {
      "type": "http",
      "url": "https://bytetrail.space/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=bytetrail&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYnl0ZXRyYWlsLnNwYWNlL21jcCJ9"
}
{
  "servers": {
    "bytetrail": {
      "type": "http",
      "url": "https://bytetrail.space/mcp"
    }
  }
}
{
  "mcpServers": {
    "bytetrail": {
      "httpUrl": "https://bytetrail.space/mcp"
    }
  }
}
extensions:
  "bytetrail":
    enabled: true
    name: "bytetrail"
    type: streamable_http
    uri: "https://bytetrail.space/mcp"
    timeout: 300

Quality 96 / 100strong

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations9 of 9 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 1,414 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
  • pass
    tools.hidden_textno hidden text in tool names, descriptions, schemas or annotations
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
  • pass
    stability.new_linksno tool change named a new site
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

9 tools, about 1,414 tokens to load them all · tool set a76d4ee76b19 · checked 2026-11-14 06:30 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-9d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://bytetrail.space/mcp streamable-httpnoneyes100%517 ms2026-07-282026-11-14

Tools (9)

companyread-onlyOne startup on ByteTrail Market: what it does, website, location, founders, every funding round, and its GitHub and Hugging Face presence.
dev_toolsread-onlyAI developer tools (frameworks, libraries, databases) with weekly downloads, stars and growth.
funding_roundsread-onlyRecent funding rounds of AI and developer-tool startups: company, amount, stage, investors, source and, when one exists, the SEC Form D filing. `flags` say what to check before trusting a round.
get_paperread-onlyOne paper: full abstract, authors, fields, whether it has code or a model, and its links.
get_toolread-onlyOne developer tool: description, GitHub repo, packages, stars, downloads, releases and its rank in Rising.
latest_newsread-onlyThe newest posts from AI labs, universities, news sites, engineering blogs and newsletters: headline, short excerpt and link (never the full article).
latest_papersread-onlyNew AI papers from arXiv, newest first or by ByteTrail's relevance score, with excerpt, authors and links.
searchread-onlySearch ByteTrail: arXiv papers by title and abstract, and companies, tools and repos by name.
trendingread-onlyWhat's rising in AI right now, by kind.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "space.bytetrail/bytetrail",
  "title": "ByteTrail",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://bytetrail.space/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://bytetrail.space/agents",
  "description": "AI papers, dev-tool adoption, AI news and startup funding rounds, updated daily. No key needed."
}