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netcafe-devkit

R0 · no sign-in

JSON/YAML, regex, diff, JWT, SQL dialects — the keyless millisecond ops an agent needs mid-task.

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

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality94strong
Trust88of 100
Uptime, 30 days93%
Latency p50584 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "netcafe-devkit": {
      "type": "http",
      "url": "https://ainetcafe.com/mcp/dev?s=registry"
    }
  }
}
claude mcp add --transport http netcafe-devkit https://ainetcafe.com/mcp/dev?s=registry
[mcp_servers.netcafe-devkit]
url = "https://ainetcafe.com/mcp/dev?s=registry"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "netcafe-devkit": {
      "type": "remote",
      "url": "https://ainetcafe.com/mcp/dev?s=registry",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "netcafe-devkit": {
      "type": "http",
      "url": "https://ainetcafe.com/mcp/dev?s=registry"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=netcafe-devkit&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWluZXRjYWZlLmNvbS9tY3AvZGV2P3M9cmVnaXN0cnkifQ%3D%3D"
}
{
  "servers": {
    "netcafe-devkit": {
      "type": "http",
      "url": "https://ainetcafe.com/mcp/dev?s=registry"
    }
  }
}
{
  "mcpServers": {
    "netcafe-devkit": {
      "httpUrl": "https://ainetcafe.com/mcp/dev?s=registry"
    }
  }
}
extensions:
  "netcafe-devkit":
    enabled: true
    name: "netcafe-devkit"
    type: streamable_http
    uri: "https://ainetcafe.com/mcp/dev?s=registry"
    timeout: 300

Quality 94 / 100strong

protocol100 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • pass
    protocol.list_ttltool list is cacheable (ttlMs 300000)
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 hygiene86 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • warn
    tools.annotationsonly 9 of 14 tools declare readOnlyHint or destructiveHint
  • warn
    tools.directory_hints9 of 14 tools declare all four hints; missing: timezone_convert (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); json_format (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); unit_convert (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 1,737 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

14 tools, about 1,737 tokens to load them all · tool set 419c6919b451 · checked 2026-10-09 23:53 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 88 / 100

duplicate-repo
provenance85
liveness97
freshness85
hygiene80

+repository +dns-namespace +website +reachable +uptime-93% ~updated-56d-ago -duplicate-repo(13 names)

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://ainetcafe.com/mcp/dev?s=registry streamable-httpnoneyes93%584 ms2026-07-28, 2025-06-18, 2025-03-262026-10-09

Tools (14)

diff_textread-onlyReturns which lines were added and which were removed, with line numbers — computed with a longest-common-subsequence, not guessed by a model. Use to compare two versions of a config, a document, or any command output, instead of asking an LLM to eyeball two blobs and hoping it notices.
json_formatValidate and pretty-print JSON (2-space indent). Reports the error location if invalid.
json_yamlread-onlyConverts JSON to YAML or YAML to JSON. It works out which one you gave it, so you do not have to say. A parse failure comes back with the parser message instead of silently producing something that looks fine and is not. Use when a config, a CI file, or a Kubernetes manifest needs to be in the other format.
jwt_decoderead-onlyDecodes the header and payload of a JWT and reports issued-at / expiry as readable timestamps plus seconds remaining. The signature is NOT verified and the response says so — decoding is fine for debugging a token you already hold, but never treat these values as proof of anything; verification needs the secret and belongs in your own service.
make_qrread-onlyAny text or URL → a QR code PNG you can embed or download. Stateless URL form: https://ainetcafe.com/i/qr/<text>
redact_textread-onlyStrip emails, phone numbers, ID numbers, API keys, private keys, JWTs, card numbers and IPs out of text, returning the redacted text plus a mapping table to restore them afterwards. Rule-based only — no model sees the input. The same value always maps to the same placeholder, so the answer can be restored.
regex_testread-onlyRuns a regular expression against sample text and returns every match with its position and capture groups (named groups included). Use before wiring a pattern into code, instead of guessing whether the escaping survived the trip through JSON and the shell.
screenshot_urlFull-page screenshot of any URL → PNG. The same job screenshot APIs charge $7-79/month for.
sql_from_descriptionPlain-language request + table schema → ready-to-run .sql file with comments.
timezone_convertConvert a time between time zones, or get current time in any zone. from/to = IANA zone (Asia/Shanghai), time = YYYY-MM-DDTHH:mm (default now).
transpile_sqlread-onlyConvert a SQL statement from one dialect to another — mysql, postgres, sqlite, tsql, oracle, snowflake, bigquery, redshift, spark, hive, presto, trino, duckdb, clickhouse, databricks, doris, starrocks and more. Deterministic parser (sqlglot), not an LLM: the same input always produces the same output, and syntax errors come back with the exact line and column. Use it when migrating queries between databases or debugging dialect-specific syntax.
unit_convertConvert units: length, weight, temperature, area, volume, speed, data size. value + from + to (e.g. 100 km mi, 25 c f).
validate_jsonread-onlyChecks that text parses as JSON, and optionally that required keys are present with the right top-level types. Returns the specific violations, not just true/false. Checks required + types only — not full JSON Schema, and it says so rather than pretending. Use before feeding generated JSON into something that will fail on it.
what_can_you_doread-onlyDescribe a task in plain language (any language) and get back exactly which tools on this server do it, with ready-to-run example calls — instead of reading the whole catalogue and guessing. Also returns multi-step recipes when a task needs several tools chained (invoices to a ledger, a bank statement reconciled, a messy CSV turned into a deliverable). Deterministic and free: it calls no model, costs nothing, and never runs out of quota. Call this FIRST when you are not sure what this server offers.

Schemas: list_tools.

Also listed as

12 other active names share this repository (showing 10): com.ainetcafe/ai-netcafe, com.ainetcafe/netcafe-almanac, com.ainetcafe/netcafe-build, com.ainetcafe/netcafe-china, com.ainetcafe/netcafe-docflow, com.ainetcafe/netcafe-docs, com.ainetcafe/netcafe-images, com.ainetcafe/netcafe-live-data, com.ainetcafe/netcafe-memory, com.ainetcafe/netcafe-tables

Official server.json
{
  "name": "com.ainetcafe/netcafe-devkit",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json",
  "remotes": [
    {
      "url": "https://ainetcafe.com/mcp/dev?s=registry",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/mario03690/ai-netcafe",
    "source": "github"
  },
  "websiteUrl": "https://ainetcafe.com/mcp.html",
  "description": "JSON/YAML, regex, diff, JWT, SQL dialects — the keyless millisecond ops an agent needs mid-task."
}