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650,553 tools. Updated 2026-10-14 10:52

"Methods to Enhance Reasoning and Thinking for Claude AI" matching MCP tools:

  • Discover AgentMarketplace's capabilities, tools, auth methods, and scopes. Call this first when connecting to AgentMarketplace to understand what's available and how to authenticate. No authentication required. Returns a catalog of available tools, resources, auth methods, and scopes.
    ConnectorNo auth
  • Count the exact number of tokens in a text string for a specific AI model. Uses tiktoken for OpenAI models and estimates for others. Args: text: The text to count tokens for model: The AI model to count tokens for. Options: gpt-4o, gpt-4o-mini, gpt-4.1, claude-sonnet, claude-haiku, gemini-pro, gemini-flash, llama-4, deepseek-v3, mistral-large. Default: gpt-4o Returns: Token count information including count, context window, and fit status
    ConnectorNo auth
  • AI visibility check — which software AI recommends for a category. Returns the full AI Recommendation Index for one software category: the complete measured ranking of products AI assistants (ChatGPT, Claude, Gemini, Perplexity) recommend, with recommendation share %, average answer position, per-engine breakdown, 4-week trend, sample size, and methodology. Use to answer "does AI recommend <product>" (look up its row and rank), "who is winning AI recommendations in <category>", or to cite AI recommendation-share data. Pass category in plain words or as a slug; omit it (or pass "categories") to list all published categories.
    ConnectorNo auth
  • Static editorial recommendation -- NOT a live benchmark or leaderboard -- for which of six AI models (GPT-5, Gemini, Grok 4, Claude, DeepSeek, Kimi) to use for a given kind of task, ported from GO AI's own daily side-by-side-use judgement, current as of August 2026. Pick a task and get the recommended model plus the reasoning and a second-opinion backup. The optional `priority` can bias the pick toward cost (routes to DeepSeek) or freshness (routes to Grok) instead of the default quality pick -- but only for tasks where that tradeoff is actually offered; otherwise the quality default is returned unchanged. This reflects one team's opinion, not measured accuracy or pricing data.
    ConnectorNo auth
  • Lint an AI agent context file (CLAUDE.md, .claude/rules/ files, AGENTS.md, Cursor rules, Copilot instructions, memory files) with PromptArch's deterministic linter: ~30 research-backed rule families covering current-model anti-patterns (tool-forcing, reasoning-echo, sycophancy triggers, contradictions), per-tool size budgets, secrets/dangerous commands, and hidden-Unicode injection ("Rules File Backdoor"). Returns grade, 0-100 score, and line-anchored findings. Free: no account or credits needed.
    ConnectorNo auth

Matching MCP Servers

  • A
    license
    A
    quality
    C
    maintenance
    Enables structured extraction of methods and reproducibility heuristics from academic papers, allowing AI agents to obtain metadata, full text, structured methods, code repository discovery, and a no-clone reproducibility verdict from a paper URL.
    8
    38 PyPI
    MIT

Matching MCP Connectors

  • EnhanceOAuth

    Shared canvas for AI-assisted product design, visual feedback and interactive prototypes. Browser sign-in (OAuth) required. Website: https://enhancelabs.ai. Docs: https://app.enhancelabs.ai/docs.

  • Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get complete context. Spee…

  • Check which features are enabled for the account (e.g. BankID, templates, AI assistant). The signature-method flags (signatureBankId, signatureIdScan, signatureFaceLiveness) only say which methods the account may select; the verification itself is performed by Formify's signing page, and no identity data passes through this API.
    ConnectorOAuth
  • Agent Brain Smart — The Smart tier of agent-brain: the identical contract and memory loop — recall up to 12 memories, reason, write up to 3 back — served by claude-sonnet-5 for deeper reasoning on decisions worth a bigger brain. The response names the model that served the call. agent-brain (8 MESH, claude-haiku-4.5) stays the fast default; pick this tier when the answer's quality matters more than the price gap. Input: {think: string}. Returns {answer, reasoning, confidence, memories_considered, used_memories, learned, model, engine}. (20 MESH/call, a tool · cognition)
    ConnectorNo auth
  • Search ASRM's published guides on AI visibility and generative engine optimization (GEO): how ChatGPT, Claude, Perplexity and Gemini choose which brands to mention and cite, how to get cited, how to track brand mentions, share of voice, and what an AI visibility score measures. Returns titles, summaries and urls; follow with get_guide for the full text. Omit query to list the newest guides.
    ConnectorNo auth
  • List available AI models grouped by thinking level (low/medium/high). Shows default models, credit costs, capabilities for each tier. Use this before consult to understand model options.
    ConnectorNo auth
  • Consult the AI coding council — multiple models discuss your engineering question sequentially (each sees prior responses), then a moderator synthesizes. Auto-mode by default — AI picks optimal models, roles, and conversation mode from your prompt. Provide explicit models to override (manual mode). Fully configurable: mode, format, roles, models, thinking level.
    ConnectorNo auth
  • Ask the strongest Claude Opus model — complex analysis, code, reasoning. ~$0.05.
    ConnectorNo auth
  • Run a query against AI models (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) and return each answer plus the sources it cited. Priced per AI surface queried. Billed in USD (result field cite42Billing) to the user's prepaid Cite42 balance; exact prices from cite42_pricing (free). For plans over 20 calls or $5, estimate the cost and confirm with the user first.
    ConnectorOAuth
  • Checks whether a website is technically open to AI assistants: robots.txt rules for 9 AI crawlers (GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, Claude-SearchBot, Claude-User, PerplexityBot, Google-Extended, CCBot), presence of llms.txt, and on the home page the title, meta description and JSON-LD (Organization/LocalBusiness). Free, read-only, takes a few seconds. It does NOT measure whether any AI assistant actually recommends the brand (that is what the paid GEO-bot check does) and it only looks at the home page, robots.txt and llms.txt.
    ConnectorNo auth
  • Checks whether a website is readable and citable by AI systems (ChatGPT, Claude, Perplexity, Google AI Overviews). Returns a 0-100 score across checks like llms.txt, Schema.org structured data, AI bots in robots.txt, content freshness, and heading structure — each with a concrete fix. Use whenever someone asks to check, audit, or improve a website's AI/GEO visibility.
    ConnectorNo auth
  • Returns the full machine-readable service catalog including available services, pricing, and payment methods. Use this to understand what Archangel Agency offers to AI agents.
    ConnectorNo auth
  • Check a domain's GEO (Generative Engine Optimization) score — how well the site is optimized for AI search engines like ChatGPT, Gemini, Claude, and Perplexity. Returns three scores (Technical Readiness, Entity Readiness, Answer Readiness), AI crawler access status, structured data analysis, and prioritized recommendations.
    ConnectorNo auth
  • Grade whether AI engines (ChatGPT, Claude, Gemini, Perplexity and others) can read and quote a website: structured data, llms.txt, crawlability, titles, answer-shaped content. Free, instant, no signup. Use when the user asks how visible their site is to AI, whether ChatGPT can read their site, or how to improve AI visibility.
    ConnectorNo auth
  • For each tool supplied, return StackSwap's AI-native replacement recommendation (when one exists) with annual savings and reasoning. Skews toward legacy → modern swaps (Outreach → Smartlead, ZoomInfo → Apollo, etc.).
    ConnectorNo auth
  • Describe in natural language what you want your AI to do. ABCommunity detects the required capabilities, searches the marketplace, and returns the recommended MCP(s) plus alternatives, with reasoning. Example: 'I want my AI to read Gmail and create Linear tasks.'
    ConnectorNo auth