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Glama

netcafe-devkit

Server Details

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

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
mario03690/ai-netcafe
GitHub Stars
0
Server Listing
ai-netcafe

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MCP client
Glama
MCP server

Full call logging

Every tool call is logged with complete inputs and outputs, so you can debug issues and audit what your agents are doing.

Tool access control

Enable or disable individual tools per connector, so you decide what your agents can and cannot do.

Managed credentials

Glama handles OAuth flows, token storage, and automatic rotation, so credentials never expire on your clients.

Usage analytics

See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.

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Tool Definition Quality

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Available Tools

12 tools
diff_textWhat changed between two texts, line by line
Read-onlyIdempotent
Inspect

Returns 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.

ParametersJSON Schema
NameRequiredDescriptionDefault
aYesThe first (before) text.
bYesThe second (after) text.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

json_formatjson formatInspect

Validate and pretty-print JSON (2-space indent). Reports the error location if invalid.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

json_yamlJSON ↔ YAML, either direction, auto-detected
Read-onlyIdempotent
Inspect

Converts 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.

ParametersJSON Schema
NameRequiredDescriptionDefault
toNoOptional: "json" or "yaml" to force the direction.
textYesThe JSON or YAML content.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

jwt_decodeSee inside a JWT — header, payload, and whether it has expired
Read-onlyIdempotent
Inspect

Decodes 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.

ParametersJSON Schema
NameRequiredDescriptionDefault
tokenYesThe JWT string.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

make_qrMake a QR code
Read-onlyIdempotent
Inspect

Any text or URL → a QR code PNG you can embed or download. Stateless URL form: https://ainetcafe.com/i/qr/

ParametersJSON Schema
NameRequiredDescriptionDefault
textYesThe text or URL to encode.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

redact_textRedact secrets and PII before sending text on
Read-onlyIdempotent
Inspect

Strip 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.

ParametersJSON Schema
NameRequiredDescriptionDefault
onlyNoOptional comma-separated subset, e.g. "EMAIL,API_KEY,PRIVATE_KEY".
textYesThe text to redact.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

regex_testDoes this regex match — and what does it capture?
Read-onlyIdempotent
Inspect

Runs 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.

ParametersJSON Schema
NameRequiredDescriptionDefault
textYesThe text to test against.
flagsNoOptional flags, e.g. "gi". Default "g".
patternYesThe regular expression, without surrounding slashes.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

timezone_converttimezone convertInspect

Convert 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).

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

transpile_sqlTranslate SQL between dialects
Read-onlyIdempotent
Inspect

Convert 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.

ParametersJSON Schema
NameRequiredDescriptionDefault
sqlYesThe SQL statement (or several, separated by semicolons).
readNoSource dialect, e.g. "mysql". Omit to auto-detect from generic SQL.
writeYesTarget dialect, e.g. "postgres", "bigquery", "doris".

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

unit_convertunit convertInspect

Convert units: length, weight, temperature, area, volume, speed, data size. value + from + to (e.g. 100 km mi, 25 c f).

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

validate_jsonIs this JSON valid — and does it have the keys you need?
Read-onlyIdempotent
Inspect

Checks 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.

ParametersJSON Schema
NameRequiredDescriptionDefault
textYesThe JSON to validate.
schemaNoOptional JSON Schema (as JSON text) — required[] and properties[].type are checked.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

what_can_you_doFind the right tool for a task
Read-onlyIdempotent
Inspect

Describe 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.

ParametersJSON Schema
NameRequiredDescriptionDefault
taskYesWhat you are trying to do, e.g. "reconcile a bank statement against my books" or "把一堆发票整理成能入账的表格"

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

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