Skip to main content
Glama
526,917 tools. Updated 2026-09-07 05:59

"Slow thinking, distributed thinking, and reasoning abilities research" matching MCP tools:

  • Stream or update your internal companion thinking bubble on the board. This appears live to your human as a thinking bubble above your avatar.
    ConnectorNo auth
  • Lists the full folder (mailbox) tree for Apple Mail (Mail.app) accounts, including nested subfolders. Use this to discover the exact folder names that move_email(target_mailbox=...) and list_emails(mailbox=...) expect. Outlook.com, Exchange, Gmail, iCloud and IMAP accounts added to Mail.app are all included. For a Graph-only Microsoft 365 mailbox not added to Mail.app, use m365_list_emails instead. Pass account=<name> (from list_email_accounts) to enumerate one account fully; without it, every account is walked which can be slow on macOS 15+. Message counts are off by default (slow on IMAP) — pass include_counts=true to add unread/total per folder.
    ConnectorNo auth
  • Use this when the user has indicated interest in being followed up with — even before formal checkout. Capture is non-binding. **REQUIRED CONTACT FIELDS**: contact_name, contact_phone, best_consult_time. Email alone is not enough — phone-first follow-up converts ~5x higher than email-only, and our specialist needs a real time to dial. ASK FOR ALL THREE explicitly. **FALLBACK**: if the user explicitly refuses to share a phone, accept email-only — set `preferred_contact_channel: 'email'` AND add a note like 'user declined phone' so the specialist knows what to expect. Don't preemptively skip the phone ask — many users will share it once asked directly. **Capture budget_signal when the user shared one** — even informally ('I was thinking under $1k', 'maybe $200/mo'). We use this for tailored follow-up offers; price-hesitant leads convert later when re-approached at their stated budget. Sources: 'scan' (after a free scan), 'llms-txt' / 'robots-for-ai' (after free file download), 'mcp' (in-flow), 'talk' (chatbot), 'direct' (form fill).
    ConnectorNo auth
  • Summon a LIVE panel of frontier models (Claude, GPT-4o, Gemini, Grok, DeepSeek) on one open question — verbatim answers, uncurated, plus the named tensions between them. Slow (~30–40s, synchronous) and expensive: use only for genuinely contested questions an existing omnarai_divergence record doesn't cover. Every run mints a new divergence record.
    ConnectorNo auth
  • Real-time gas price oracle for Base, Ethereum, Arbitrum, and Optimism. Returns slow/standard/fast fee tiers, estimated costs for common operations, and network congestion status. [PAID: $0.001 USDC per call via x402 on Base. First call without payment_signature returns the payment requirements.]
    ConnectorNo auth
  • Structure multi-step debugging and planning across tool calls — not a one-shot think. Tracks hypotheses, observations, plans; detects loops via lastActions; riskLevel high/critical blocks dangerous edits (drop table, prod deploy). Loads projectBrief (stack, key_paths, project_memory recall) on local project. On close, suggestedRemember → call project_memory remember. 4 credits hosted. Hard cap 10 thoughts/session. Call when: stuck after 2+ failed debug attempts, auth/billing/schema change spans 3+ files, flaky test you cannot explain, or you need a plan before editing. Pass lastActions (2–5 recent tool calls), goalAnchor after thought 2, sessionId to resume, area for subsystem. NOT when fix is known, single typo, repeating without new evidence, or session ended (nextThoughtNeeded:false). Read thoughtConfirmed and shouldContinue first. Legacy alias: thinking. Example: keep_thinking({ thought: 'Hypothesis: refresh token not rotated in middleware', thoughtType: 'hypothesis', thoughtNumber: 1, totalThoughts: 5, nextThoughtNeeded: true, confidence: 0.6, goalAnchor: 'Fix auth logout loop', lastActions: ['find_code(query=refreshToken)', 'read_code(target=authMiddleware)'], area: 'auth' }). Read-only.
    ConnectorNo auth

Matching MCP Servers

  • A
    license
    Not graded
    quality
    B
    maintenance
    Persistent sequential thinking for MCP clients, stored durably on Cloudflare Workers with support for branching, revision, and history retrieval.
    1
    MIT

Matching MCP Connectors

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

  • Search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth.

  • Browse the e-Stat high-level data catalog (dataset/table groupings) with an optional free-text filter. Returns catalog entries with dataset IDs, names, and organization metadata. This endpoint is slow at e-Stat and often exceeds its 35s budget, in which case it returns {found:false, reason:"upstream_timeout"}; search_stats answers "which Japanese statistics table covers X" faster. Requires _apiKey.
    ConnectorNo auth
  • Submit a public product URL for price tracking. Waits up to ~25s server-side; fast shops return status "completed" with product in one call. Slow jobs return status "running" with job_id — poll get_job_status. On failure, returns a structured error object with fields error.code, error.message, error.http_status, error.retry_recommended, and error.retry_after_seconds.
    ConnectorNo auth
  • Independent reasoning-only check of a claim ($0.02, ~20s, no web research). Use for logic, internal consistency, and stable established knowledge (definitions, architectures, history, maths). Returns refuted/supported/inconclusive with calibrated confidence; honestly escalates to second_opinion_verify when the claim needs current-world research. Without a payment argument it returns an exact pay-per-call quote (no account, no API key).
    ConnectorNo auth
  • Multi-step cited research in one call: plans sub-questions, searches each, fetches and dedupes sources, then synthesizes an answer with inline [n] citations, key findings, and gaps. Unlike `research` ($0.08, one search + summary) this decomposes the question and cites every claim. SLOW: a standard run takes ~30-60 seconds — use a generous client timeout and do not retry on timeout. Price: $0.20 standard (3 sub-questions, 8 sources) / $0.35 deep (5 sub-questions, 12 sources)
    ConnectorNo auth
  • Change the session type or the brief on an existing booking — what the buyer wants to discuss, what they want out of it, or the background they want read first. Use this when the buyer refines their thinking after booking, which is common: people work out the real question after the date is in the diary. Only the fields you pass are changed. This does not move the meeting — use reschedule_booking for that.
    ConnectorNo auth
  • Search distributed traces (Tempo/TraceQL) — find slow or failing requests across workloads, then drill in with get_trace. Provide structured params (gvc, workload, location, errorsOnly, minDuration) OR a raw `traceql` query — a raw query REPLACES the structured params, so it must embed ALL filters itself. Span attributes available: resource.gvc, resource.workload, resource.location. Traces exist only where tracing is enabled on the GVC (`spec.tracing` via update_gvc/create_gvc) and only for sampled requests after enablement. Returns a table of trace IDs with root span, start time, and duration.
    ConnectorOAuth
  • Live Base gas estimates — slow / normal / fast — Returns current Base gas fees (baseFee, maxPriorityFee) and three tiered suggestions (slow, normal, fast) in Gwei, derived live from the Base RPC. Built for agents that time or cost-estimate transactions. Priced $0.01 per call over x402 on Base; send a prepaid x-credit-token header for unlimited calls, or get 1 free call/day per tool. No wallet or API key required.
    ConnectorNo auth
  • Structured fact-check + numerical research via Perplexity Sonar Reasoning Pro (Gateway-routed). Returns synthesized answer text plus structured sources[] with direct URLs to primary sources. Use for: specific numerical claims with methodology context, fact-check against primary sources, effect sizes + confidence intervals, earnings transcripts / SEC filings / research papers. Per Phase 3.5 empirical A/B: 2-3× cheaper than sonar-pro with comparable or better quality on structured research. Real Meta IR press releases + earnings transcripts on Desk. 17 cites on Quant. NOT for: Reddit/X/community → use search_community. NOT for: broad topic landscapes → use search.
    ConnectorNo auth
  • Capture a Texas homeowner's interest in rooftop solar and route to a licensed installer — use when the user owns (or is buying) a Texas home and mentions solar panels, solar quotes, solar savings, or reducing their bill through solar. Use when the user says 'I just bought a house in Austin and want solar quotes', 'how much could solar save on my Houston electric bill', or 'connect me with a solar installer for my new home'. Returns a lead ID and confirms next steps; Utilify routes the lead to installer partners (SunPower, Sunrun, Palmetto, and independent TX installers). Caveats: (1) only call when the user has explicitly opted in and confirmed homeownership — this is not for renters, and Utilify may earn a referral fee. (2) Texas-only — for non-TX addresses, decline and explain. (3) Don't double-call for the same address in one conversation; one lead per opt-in. If the user has only expressed mild curiosity ('I'm thinking about solar someday'), answer the question first and only call this tool once they confirm 'yes, connect me'.
    ConnectorNo auth
  • Capture a Texas homeowner's interest in rooftop solar and route to a licensed installer — use when the user owns (or is buying) a Texas home and mentions solar panels, solar quotes, solar savings, or reducing their bill through solar. Use when the user says 'I just bought a house in Austin and want solar quotes', 'how much could solar save on my Houston electric bill', or 'connect me with a solar installer for my new home'. Returns a lead ID and confirms next steps; Utilify routes the lead to installer partners (SunPower, Sunrun, Palmetto, and independent TX installers). Caveats: (1) only call when the user has explicitly opted in and confirmed homeownership — this is not for renters, and Utilify may earn a referral fee. (2) Texas-only — for non-TX addresses, decline and explain. (3) Don't double-call for the same address in one conversation; one lead per opt-in. If the user has only expressed mild curiosity ('I'm thinking about solar someday'), answer the question first and only call this tool once they confirm 'yes, connect me'.
    ConnectorNo auth
  • Host a small file by sending its bytes inline as base64. Prefer create_upload_url instead: inline base64 is slow and costly above roughly 100KB. For a user's own files only. Needs a FileToUrl Developer API key.
    ConnectorNo auth
  • The eight thinking-failure problems ContextOverflow covers, phrased the way a human experiences them. Start here to see what exists.
    ConnectorNo auth
  • Set how often a growth marketing loop runs: 'default', 'biweekly', 'monthly' or 'paused'. Requires the 'config' scope and Founder tier. You can only SLOW or pause a loop, never make it run faster than default. 'default' clears any override.
    ConnectorNo auth
  • Returns a list of all available product knowledge categories, each with a short description. Categories represent the main pillars of Product Thinking – Foundation, Sense, Focus, Discovery, and Delivery. Each category provides structured resources for product owners, designers, and teams, covering groundwork, user research, opportunity analysis, validation, and agile delivery. Use this tool to guide users to the right area for their current product challenge.
    ConnectorNo auth
  • Verify whether an email address is deliverable (`jane@stripe.com`) — deliverability state, quality score, disposable/role/free flags, and typo suggestions. Uses Emailable's SMTP-level check (state is one of deliverable/undeliverable/risky/unknown; score is 0-100). A slow SMTP check can take up to 10s — that is expected. Example: emailable_verify({ email: "jane@stripe.com", _apiKey: "live_..." })
    ConnectorNo auth