Skip to main content
Glama
678,052 tools. Updated 2026-10-19 17:40

"API Documentation for Libraries and Frameworks" matching MCP tools:

  • Recommends business / strategy / risk frameworks for a stated problem. Powered by the Jeda.ai · Visual AI framework knowledge graph (~2,100 frameworks across 19 categories, edge-curated). Use when the user describes a business problem ("customer churn rising", "evaluating market entry", "need to assess vendor risk") rather than naming a specific framework. Returns top-N frameworks ranked by fit, each with a concrete reason citing the specific problem signals matched. Input: just the problem statement is enough. Optional faceted filters (`persona`, `regulation`, `decision_stage`) narrow the candidate set. Set `limit` between 3 and 10 for picker UIs. Pair with `generate_framework_analysis` to actually run a recommended framework against the user's inputs. Example: { "problem_statement": "We need to decide whether to enter the EU SMB market in Q3", "decision_stage": "decide", "limit": 5 }
    ConnectorNo auth
  • Find a tested, version-pinned code recipe for wiring libraries together. Call this BEFORE writing glue code that combines 2+ libraries (auth + framework, ORM + database, payments webhooks, queues, validation, request mocking, logging), and when you hit version conflicts, peer-dependency errors, or integration errors between libraries. Example queries: 'express stripe webhook', 'fastapi sqlmodel crud', 'hono jwt'. Only recipes whose latest test run passed are returned. Each result lists its exact pinned versions and a test receipt (receipt.last_passed_at). Pass the project's lockfile or a {package: version} map as versions: recipes that match the installed versions rank first and each result gets a compatibility summary. Each result's coverage (0 to 1) is the share of your query's words it matches. If no recipe fits, count is 0 and results is empty: write the code yourself; try list_stacks to see what is covered.
    ConnectorNo auth
  • Find a tested, version-pinned code recipe for wiring libraries together. Call this BEFORE writing glue code that combines 2+ libraries (auth + framework, ORM + database, payments webhooks, queues, validation, request mocking, logging), and when you hit version conflicts, peer-dependency errors, or integration errors between libraries. Example queries: 'express stripe webhook', 'fastapi sqlmodel crud', 'hono jwt'. Only recipes whose latest test run passed are returned. Each result lists its exact pinned versions and a test receipt (receipt.last_passed_at). Pass the project's lockfile or a {package: version} map as versions: recipes that match the installed versions rank first and each result gets a compatibility summary. Each result's coverage (0 to 1) is the share of your query's words it matches. If no recipe fits, count is 0 and results is empty: write the code yourself; try list_stacks to see what is covered.
    ConnectorNo auth
  • Fetches up to 32KB of the domain's HTML and response headers from the edge, then fingerprints the content for known CMS platforms, JavaScript frameworks, CDN providers, and analytics tools. Detection is based on meta generator tags, script src patterns, response headers, and cookie names. Use this tool when: - You need to know what CMS (WordPress, Drupal, Shopify) a site runs. - You are assessing a domain's infrastructure before a security review. - You want to identify analytics or marketing tools a site embeds. Do NOT use this tool when: - You want HTTP headers and security posture — use `intel_http` instead. - You want tracker database classification — use `get_domain` instead. - You need robots.txt AI policy — use `intel_robots` instead. Inputs: - `domain` (query, required): Domain to fingerprint. Returns: - `cms`: detected content management system, or null. - `frameworks`: JavaScript/backend frameworks detected. - `cdn`: CDN provider detected, or null. - `analytics`: analytics and tracking tools detected. - `meta_generators`: raw meta generator tag values. Cost: - Free. No API key required. Latency: - Typical: 2-4s (HTML fetch), p99: 7s.
    ConnectorNo auth
  • Search SORACOM API documentation, CLI references, and SAM permissions. Use for exact API endpoints, soracom-cli commands, or SAM permission strings. Use search_soracom_docs for service guides, console how-tos, pricing, or IoT recipes. Use get_document on `#/schema/<Name>` links in results to read full API schema fields.
    ConnectorNo auth
  • Returns Mastra (Bun) and LangGraph (Python) patterns for AI agent workflows. Call this BEFORE create_workflow / update_draft when building chatbots, tool-using agents, or multi-step LLM flows. Do not hand-roll custom agent loops — use the preinstalled frameworks.
    ConnectorNo auth

Matching MCP Servers

Matching MCP Connectors

  • Operating judgement for businesses under $50M revenue. Free top layer; nodes and bundles over x402.

  • Official TheRundown API documentation search. No live data or authenticated Product API calls.

  • Search across the TheRundown API knowledge base to find relevant information, code examples, API references, and guides. Use this tool when you need to answer questions about TheRundown API, find specific documentation, understand how features work, or locate implementation details. The search returns contextual content with titles and direct links to the documentation pages. If you need the full content of a specific page, use the query_docs_filesystem tool to `head` or `cat` the page path (append `.mdx` to the path returned from search — e.g. a result at `/some/page` is read with `head -200 /some/page.mdx`).
    ConnectorNo auth
  • Search current first-party OpenAI, Microsoft Learn, AWS, and Cloudflare documentation in one call. Use this as the default documentation research tool for questions involving any of those providers, especially comparisons or cross-cloud architecture. Select only relevant sources when the provider is known; omit sources to search all four in parallel. Returns each provider result separately with partial-failure reporting and provenance. No account or API key is required.
    ConnectorNo auth
  • Returns the complete how-to for Quillm: the view code contract, a working template, the libraries you can import, styling rules, and dataset conventions. Read this once per session before you call create_view or update_view. It is short.
    ConnectorOAuth
  • List the libraries and frameworks that currently have passing, version-pinned recipes, with recipe counts. Call this to check whether ProvenPin covers a library before searching, or after a search returns nothing, and use the names as the stack filter in search_recipes.
    ConnectorNo auth
  • List the libraries and frameworks that currently have passing, version-pinned recipes, with recipe counts. Call this to check whether ProvenPin covers a library before searching, or after a search returns nothing, and use the names as the stack filter in search_recipes.
    ConnectorNo auth
  • Get Lenny Zeltser's Vuln frameworks (primary frameworks the brief structurally derives from) plus optional sibling frames (adjacent frameworks that aren't the structural backbone). Pass `include_siblings: false` to skip sibling blocks. This server never requests your vulnerability notes and instructs your AI to keep them local—the brief template and guidelines flow to your AI for local analysis.
    ConnectorNo auth
  • Resolves a package/product name to a Context7-compatible library ID and returns matching libraries. You MUST call this function before 'query-docs' to obtain a valid Context7-compatible library ID UNLESS the user explicitly provides a library ID in the format '/org/project' or '/org/project/version' in their query. Selection Process: 1. Analyze the query to understand what library/package the user is looking for 2. Return the most relevant match based on: - Name similarity to the query (exact matches prioritized) - Description relevance to the query's intent - Documentation coverage (prioritize libraries with higher Code Snippet counts) - Source reputation (consider libraries with High or Medium reputation more authoritative) - Benchmark Score: Quality indicator (100 is the highest score) Response Format: - Return the selected library ID in a clearly marked section - Provide a brief explanation for why this library was chosen - If multiple good matches exist, acknowledge this but proceed with the most relevant one - If no good matches exist, clearly state this and suggest query refinements For ambiguous queries, request clarification before proceeding with a best-guess match. IMPORTANT: Do not call this tool more than 3 times per question. If you cannot find what you need after 3 calls, use the best result you have.
    ConnectorNo auth
  • Returns AdCritter design guidance for an entity at a caller-chosen guidance level - screen experiences, API integration patterns, and design philosophy. The default ('full') returns step-by-step prescription (exact layouts, colors, copy text, column orders). Request 'patterns' for balanced hints including common design patterns with softened vocabulary. Request 'facts' if you have strong visual-design instincts and just want API integration bindings (or call adcritter_get_api_reference and adcritter_get_usage_guide directly and skip this tool). Guidance is format-agnostic - it describes outcomes and integration, never prescribes frameworks or architecture. Available entities: ad, advertiser, audience, authentication, blueprint, campaign, geo, media-asset, plan, report, settings.
    ConnectorNo auth
  • Without arguments: lists every documentation page on avizo.ro/docs (quickstart, alert cadence, hierarchical escalation, SmartBill integration, API reference, troubleshooting) with slug and description. With {slug}: returns that page as markdown — the exact content the site renders. For programmatic integration read {slug: "api-reference"}.
    ConnectorNo auth
  • Resolves a package/product name to a Context7-compatible library ID and returns matching libraries. You MUST call this function before 'Query Documentation' tool to obtain a valid Context7-compatible library ID UNLESS the user explicitly provides a library ID in the format '/org/project' or '/org/project/version' in their query. Each result includes: - Library ID: Context7-compatible identifier (format: /org/project) - Name: Library or package name - Description: Short summary - Code Snippets: Number of available code examples - Source Reputation: Authority indicator (High, Medium, Low, or Unknown) - Benchmark Score: Quality indicator (100 is the highest score) - Versions: List of versions if available. Use one of those versions if the user provides a version in their query. The format of the version is /org/project/version. For best results, select libraries based on name match, source reputation, snippet coverage, benchmark score, and relevance to your use case. Selection Process: 1. Analyze the query to understand what library/package the user is looking for 2. Return the most relevant match based on: - Name similarity to the query (exact matches prioritized) - Description relevance to the query's intent - Documentation coverage (prioritize libraries with higher Code Snippet counts) - Source reputation (consider libraries with High or Medium reputation more authoritative) - Benchmark Score: Quality indicator (100 is the highest score) Response Format: - Return the selected library ID in a clearly marked section - Provide a brief explanation for why this library was chosen - If multiple good matches exist, acknowledge this but proceed with the most relevant one - If no good matches exist, clearly state this and suggest query refinements For ambiguous queries, request clarification before proceeding with a best-guess match. IMPORTANT: Do not call this tool more than 3 times per question. If you cannot find what you need after 3 calls, use the best result you have.
    ConnectorNo auth
  • Search ClearPolicy customer documentation for product how-tos, guides, and API reference. Use this for "how do I…" questions (reminders, Planning Center, groups, billing, etc.). Do not use this for organization-specific data — use list/get tools instead.
    ConnectorOAuth
  • Search across the Honeydew Documentation knowledge base to find relevant information, code examples, API references, and guides. Use this tool when you need to answer questions about Honeydew Documentation, find specific documentation, understand how features work, or locate implementation details. The search returns contextual content with titles and direct links to the documentation pages. If you need the full content of a specific page, use the query_docs_filesystem tool to `head` or `cat` the page path (append `.mdx` to the path returned from search — e.g. a result at `/some/page` is read with `head -200 /some/page.mdx`).
    ConnectorNo auth
  • Search the Applivery documentation by keyword or phrase. Returns matching pages with title, canonical URL, a highlighted snippet, docType ('guides' or 'api'), platform, breadcrumb and in-page headings. Use this first to discover pages, then read one with get_doc_page. For non-developer questions prefer docType 'guides'.
    ConnectorNo auth
  • Get Lenny Zeltser's expert writing guidelines for incident response reports. Topics: tone, words, structure, executive_summary, voice, articles, summary, brief (one-page brief section guidance, IR 1.5.0+), frameworks (regulatory + maturity frameworks), handoffs (cross-server routing). When the topic maps to a lens (tone, words, structure), the response includes a rating-sheet checklist appendix as concrete reference points for grounded feedback. This server never requests your incident notes and instructs your AI to keep them local—guidelines flow to your AI for local analysis.
    ConnectorNo auth