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Exactly 50 data transformation and live web verification tools for AI agents.
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- Streamable HTTP
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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.
Tool Definition Quality
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Available Tools
50 toolsbase64_decodeBase64 DecodeRead-onlyIdempotentInspect
Use this when you need Base64 decoded to UTF-8 text with invalid UTF-8 reported.
| Name | Required | Description | Default |
|---|---|---|---|
| base64 | Yes | ||
| url_safe | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
base64_encodeBase64 EncodeRead-onlyIdempotentInspect
Use this when you need UTF-8 text encoded as standard or URL-safe Base64.
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | ||
| padding | No | ||
| url_safe | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
canonical_checkCanonical CheckRead-onlyIdempotentInspect
Use this when you need to verify a page canonical against its final live URL.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
cron_describeCron DescribeRead-onlyIdempotentInspect
Use this when you need an exact field-by-field explanation of a cron expression.
| Name | Required | Description | Default |
|---|---|---|---|
| expression | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
cron_next_runsCron Next RunsRead-onlyIdempotentInspect
Use this when you need deterministic upcoming times for a cron expression in an IANA time zone.
| Name | Required | Description | Default |
|---|---|---|---|
| after | No | ||
| count | No | ||
| timezone | No | UTC | |
| expression | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
csv_to_jsonCSV to JSONRead-onlyIdempotentInspect
Use this when you need quoted CSV parsed into JSON rows with explicit size limits.
| Name | Required | Description | Default |
|---|---|---|---|
| csv | Yes | ||
| headers | No | ||
| delimiter | No | , |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
currency_convert_currentCurrency Convert CurrentRead-onlyIdempotentInspect
Use this when you need a current, source-attributed currency conversion using ECB reference rates.
| Name | Required | Description | Default |
|---|---|---|---|
| to | Yes | ||
| from | Yes | ||
| amount | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
date_differenceDate DifferenceRead-onlyIdempotentInspect
Use this when you need the exact elapsed duration between two instants.
| Name | Required | Description | Default |
|---|---|---|---|
| end | Yes | ||
| start | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
dns_lookupDNS LookupRead-onlyIdempotentInspect
Use this when you need current public DNS records for a domain.
| Name | Required | Description | Default |
|---|---|---|---|
| type | No | A | |
| domain | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
duration_parseDuration ParseRead-onlyIdempotentInspect
Use this when you need an ISO or human duration normalized to exact units.
| Name | Required | Description | Default |
|---|---|---|---|
| duration | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
exchange_rates_listExchange Rates ListRead-onlyIdempotentInspect
Use this when you need the current currencies and EUR reference rates published by the ECB.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
hash_digestHash DigestRead-onlyIdempotentInspect
Use this when you need a cryptographic digest of UTF-8 text using a Web Crypto algorithm.
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | ||
| encoding | No | hex | |
| algorithm | No | SHA-256 |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
http_status_checkHTTP Status CheckRead-onlyIdempotentInspect
Use this when you need the live status and latency of a public HTTPS URL.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
json_diffJSON DiffRead-onlyIdempotentInspect
Use this when you need deterministic RFC 6902 operations that transform one JSON value into another.
| Name | Required | Description | Default |
|---|---|---|---|
| after | Yes | ||
| before | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
json_formatJSON FormatRead-onlyIdempotentInspect
Use this when you need deterministic JSON formatting or minification.
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | ||
| indent | No | ||
| sort_keys | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
json_patch_applyJSON Patch ApplyRead-onlyIdempotentInspect
Use this when you need to safely apply RFC 6902 operations to a JSON document.
| Name | Required | Description | Default |
|---|---|---|---|
| patch | Yes | ||
| document | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
json_pointer_getJSON Pointer GetRead-onlyIdempotentInspect
Use this when you need the exact value addressed by an RFC 6901 JSON Pointer.
| Name | Required | Description | Default |
|---|---|---|---|
| pointer | Yes | ||
| document | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
json_schema_validateJSON Schema ValidateRead-onlyIdempotentInspect
Use this when you need local JSON Schema validation without fetching remote references.
| Name | Required | Description | Default |
|---|---|---|---|
| data | Yes | ||
| schema | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
json_to_csvJSON to CSVRead-onlyIdempotentInspect
Use this when you need an array of flat JSON objects serialized as standards-compatible CSV.
| Name | Required | Description | Default |
|---|---|---|---|
| rows | Yes | ||
| delimiter | No | , |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
json_to_yamlJSON to YAMLRead-onlyIdempotentInspect
Use this when you need a JSON value serialized as deterministic YAML.
| Name | Required | Description | Default |
|---|---|---|---|
| value | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
json_validateJSON ValidateRead-onlyIdempotentInspect
Use this when you need exact JSON syntax validation and the top-level value type.
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
jwt_decodeJWT DecodeRead-onlyIdempotentInspect
Use this when you need to inspect JWT header and payload claims without verifying its signature.
| Name | Required | Description | Default |
|---|---|---|---|
| token | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
jwt_expiry_checkJWT Expiry CheckRead-onlyIdempotentInspect
Use this when you need to inspect exp, nbf, and iat timing without verifying the JWT signature.
| Name | Required | Description | Default |
|---|---|---|---|
| at | No | ||
| token | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
openapi_validateOpenAPI ValidateRead-onlyIdempotentInspect
Use this when you need structural validation of an OpenAPI 3.x document without resolving remote references.
| Name | Required | Description | Default |
|---|---|---|---|
| document | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
page_links_extractPage Links ExtractRead-onlyIdempotentInspect
Use this when you need deduplicated internal and external links from a live HTML page.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes | ||
| limit | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
page_metadata_extractPage Metadata ExtractRead-onlyIdempotentInspect
Use this when you need title, description, canonical, robots, language, and social metadata from a live HTML page.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
query_string_buildQuery String BuildRead-onlyIdempotentInspect
Use this when you need deterministic URL query encoding from scalar or array values.
| Name | Required | Description | Default |
|---|---|---|---|
| parameters | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
query_string_parseQuery String ParseRead-onlyIdempotentInspect
Use this when you need a URL query string parsed with duplicate values preserved.
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
rdap_domain_lookupRDAP Domain LookupRead-onlyIdempotentInspect
Use this when you need current domain registration data from the authoritative RDAP service.
| Name | Required | Description | Default |
|---|---|---|---|
| domain | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
redact_sensitive_dataRedact Sensitive DataRead-onlyIdempotentInspect
Use this when you need common secrets and personal identifiers replaced before further processing.
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | ||
| categories | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
redirect_traceRedirect TraceRead-onlyIdempotentInspect
Use this when you need the complete HTTPS redirect path and final response.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
regex_testRegex TestRead-onlyIdempotentInspect
Use this when you need safe RE2-compatible matching without catastrophic backtracking or backreferences.
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | ||
| flags | No | u | |
| pattern | Yes | ||
| max_matches | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
response_headers_inspectResponse Headers InspectRead-onlyIdempotentInspect
Use this when you need normalized live response headers from a public HTTPS URL.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
robots_fetch_analyzeRobots Fetch AnalyzeRead-onlyIdempotentInspect
Use this when you need the live robots.txt rules and sitemap declarations for a site.
| Name | Required | Description | Default |
|---|---|---|---|
| origin | Yes | ||
| user_agent | No | * |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
security_headers_auditSecurity Headers AuditRead-onlyIdempotentInspect
Use this when you need a focused audit of important HTTP security headers on a live URL.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
semver_compareSemVer CompareRead-onlyIdempotentInspect
Use this when you need exact Semantic Version precedence comparison.
| Name | Required | Description | Default |
|---|---|---|---|
| a | Yes | ||
| b | Yes | ||
| loose | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
semver_satisfiesSemVer SatisfiesRead-onlyIdempotentInspect
Use this when you need to test a Semantic Version against a range.
| Name | Required | Description | Default |
|---|---|---|---|
| range | Yes | ||
| version | Yes | ||
| include_prerelease | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
sitemap_fetch_analyzeSitemap Fetch AnalyzeRead-onlyIdempotentInspect
Use this when you need to inspect a live XML sitemap or sitemap index.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes | ||
| limit | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
structured_data_extractStructured Data ExtractRead-onlyIdempotentInspect
Use this when you need JSON-LD and supported microdata types from a live page.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
text_chunkText ChunkRead-onlyIdempotentInspect
Use this when you need deterministic bounded text chunks with optional overlap for downstream AI processing.
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | ||
| unit | No | characters | |
| overlap | No | ||
| max_size | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
text_diffText DiffRead-onlyIdempotentInspect
Use this when you need an exact line-level difference between two bounded text values.
| Name | Required | Description | Default |
|---|---|---|---|
| after | Yes | ||
| before | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
timestamp_convertTimestamp ConvertRead-onlyIdempotentInspect
Use this when you need an ISO date, Unix seconds, and Unix milliseconds for the same instant.
| Name | Required | Description | Default |
|---|---|---|---|
| unit | No | auto | |
| value | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
timezone_convertTimezone ConvertRead-onlyIdempotentInspect
Use this when you need one instant represented in a specific IANA time zone.
| Name | Required | Description | Default |
|---|---|---|---|
| datetime | Yes | ||
| timezone | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
unit_convertUnit ConvertRead-onlyIdempotentInspect
Use this when you need an exact conversion among supported length, mass, volume, data, speed, angle, or temperature units.
| Name | Required | Description | Default |
|---|---|---|---|
| to | Yes | ||
| from | Yes | ||
| value | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
url_indexability_checkURL Indexability CheckRead-onlyIdempotentInspect
Use this when you need a live technical assessment of whether a URL is crawlable and indexable.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
uuid_generateUUID GenerateRead-onlyInspect
Use this when you need one or more cryptographically random UUID version 4 identifiers.
| Name | Required | Description | Default |
|---|---|---|---|
| count | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
well_known_discoverWell-Known DiscoverRead-onlyIdempotentInspect
Use this when you need to find standard machine-readable discovery documents on a public site.
| Name | Required | Description | Default |
|---|---|---|---|
| origin | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
xml_formatXML FormatRead-onlyIdempotentInspect
Use this when you need XML syntax checked and deterministically formatted without DTD or entities.
| Name | Required | Description | Default |
|---|---|---|---|
| xml | Yes | ||
| indent | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
xml_to_jsonXML to JSONRead-onlyIdempotentInspect
Use this when you need XML converted to JSON while blocking DTD and entity expansion attacks.
| Name | Required | Description | Default |
|---|---|---|---|
| xml | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
yaml_to_jsonYAML to JSONRead-onlyIdempotentInspect
Use this when you need safe YAML converted to structured JSON.
| Name | Required | Description | Default |
|---|---|---|---|
| yaml | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| meta | Yes | |
| result | Yes |
Claim this connector by publishing a /.well-known/glama.json file on your server's domain with the following structure:
{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"maintainers": [{ "email": "your-email@example.com" }]
}The email address must match the email associated with your Glama account. Once published, Glama will automatically detect and verify the file within a few minutes.
Control your server's listing on Glama, including description and metadata
Access analytics and receive server usage reports
Get monitoring and health status updates for your server
Feature your server to boost visibility and reach more users
For users:
Full audit trail – every tool call is logged with inputs and outputs for compliance and debugging
Granular tool control – enable or disable individual tools per connector to limit what your AI agents can do
Centralized credential management – store and rotate API keys and OAuth tokens in one place
Change alerts – get notified when a connector changes its schema, adds or removes tools, or updates tool definitions, so nothing breaks silently
For server owners:
Proven adoption – public usage metrics on your listing show real-world traction and build trust with prospective users
Tool-level analytics – see which tools are being used most, helping you prioritize development and documentation
Direct user feedback – users can report issues and suggest improvements through the listing, giving you a channel you would not have otherwise
The connector status is unhealthy when Glama is unable to successfully connect to the server. This can happen for several reasons:
The server is experiencing an outage
The URL of the server is wrong
Credentials required to access the server are missing or invalid
If you are the owner of this MCP connector and would like to make modifications to the listing, including providing test credentials for accessing the server, please contact support@glama.ai.
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