"MCP servers for reducing hallucinations while coding" matching MCP tools:

• assets.listA

  AI Design BlueprintA

  Public: list downloadable doctrine and agent asset artifacts (skill packs, rule packs, MCP setup snippets) the user can drop into their AI coding tool to import the Blueprint as native skill/rule files. Returns a list of assets with name, format (one of: zip / md / markdown / mdc / json / toml / text, the full vocabulary), pack_version, download_url, and platform target (Claude Code, Cursor, Codex, Gemini, Qwen). The response also carries `count` (length of `assets`) for symmetry with principles.list / clusters.list / guides.list. WHEN TO CALL: the user asks how to bring the Blueprint into their coding agent, or wants to install it as a local skill/rule file. WHEN NOT TO CALL: for the live MCP tools themselves, those are already available through this server. For doctrine content, prefer principles.list/get and guides.list/get. BEHAVIOR: read-only, idempotent, no auth required. Asset artefacts are regenerated on every deploy from the canonical doctrine.

  ConnectorNo auth

• get_integration_guideA

  TestMyVibesA

  Returns the canonical guide for using TMV from a coding-agent context. Covers the fix-test-retest loop, how to write a good test prompt, how to read the actionTrail / consoleErrors / failedRequests outputs, and common gotchas. Call this first if you're a new agent on a project — it'll save you a debug session. The same content is served at https://testmyvibes.com/docs/coding-agents.

  ConnectorNo auth

• assets.listA

  AI Design Blueprint DoctrineA

  Public: list downloadable doctrine and agent asset artifacts (skill packs, rule packs, MCP setup snippets) the user can drop into their AI coding tool to import the Blueprint as native skill/rule files. Returns a list of assets with name, format (one of: zip / md / markdown / mdc / json / toml / text, the full vocabulary), pack_version, download_url, and platform target (Claude Code, Cursor, Codex, Gemini, Qwen). The response also carries `count` (length of `assets`) for symmetry with principles.list / clusters.list / guides.list. WHEN TO CALL: the user asks how to bring the Blueprint into their coding agent, or wants to install it as a local skill/rule file. WHEN NOT TO CALL: for the live MCP tools themselves, those are already available through this server. For doctrine content, prefer principles.list/get and guides.list/get. BEHAVIOR: read-only, idempotent, no auth required. Asset artefacts are regenerated on every deploy from the canonical doctrine.

  ConnectorNo auth

• search-music-docsA

  Music StudioA

  Search detailed documentation for Strudel live coding or ABC/ABCJS notation. Returns relevant code examples and explanations from the official docs. Use this when the curated guides (get-strudel-guide, get-music-guide) don't cover what you need — for specific functions, advanced techniques, or when you're unsure about syntax. Powered by semantic search over strudel.cc and ABCJS docs.

  ConnectorNo auth

• ask_switch_unrestrictedA

  switchA

  Talk to Switch's unrestricted operator (the unrestricted mode in the Studio chat): the mature, uncensored creative brain that runs on BytePlus with its own workspace, tools and skills. Send your brief, a question, a research ask or a coding task; it answers in its own words and, when it wants to spend tokens, write a file or run a command, it pauses and returns pending_action for the creator to allow or deny (decide_switch_unrestricted_action). Keeps its own conversation history: pass back conversation_id to continue. While it is still working, a new message steers it. Nothing here is sent to Claude. Available only on accounts with unrestricted mode switched on; other accounts get NOT_ALLOWED.

  ConnectorNo auth

• search_agent_directoryA

  TensorFeedA

  Search the TensorFeed Agent Self-Directory for hireable AI agents. Filter by skill (from a controlled vocab including research, data-analysis, coding, content-writing, voice-acting, image-generation, etc), service_area (research/data/coding/writing/voice/image/video/other), language (BCP 47), availability, hourly rate cap, minimum years of experience, or verified-hireable status. Verified-hireable members (operators paying $5 USDC/30 days for top-tier visibility) sort first. Free tier capped at 25 results. Returns wallet, display_name, operator_url, skills, rates, languages, years_experience, composite reputation rank, trust grade. TF publishes self-descriptions; TF takes no fee from off-platform transactions between operators and the agents who contact them.

  ConnectorNo auth

• get_fixesA

  mcpA

  Return the prioritized, pillar-tagged (FIND / READ / USE) action plan for a completed audit, deduplicated across sources, with machine-actionable implementation steps included on fixes where available. Use this when you want the to-do list to act on (or hand to a coding agent), rather than the scores or section detail.

  ConnectorNo auth

• list_loadoutsA

  MCPExplorerA

  List curated loadouts — deliberately-assembled kits of MCP servers + governance + plays for a specific job (GTM, coding, research, support, infra). The agent-facing version of the /loadouts product. Use get_loadout for the full kit with live trust.

  ConnectorNo auth

• assign_to_coding_agentA

  mFlowA

  Assign a standalone task to mFlow's autonomous coding agent for asynchronous execution. Returns immediately with the codeAgentTaskId and queued status (plus queuePosition while it waits for a free sandbox) — it does not stream or wait for completion; poll get_coding_agent_status separately. Use this once you've decided a task is ready for implementation and want to delegate the "how" rather than doing it yourself. The task must already exist (create_standalone_task first if it doesn't).

  ConnectorOAuth

• remove_portfolio_stocksA

  Tapetide - Indian Stock Market MCPA

  Remove one or more stocks from the user's portfolio entirely. Use cases: • User says "Remove INFY from my portfolio" → single delete • User says "Remove all IT stocks" → you identify the symbols from get_user_portfolio, then delete them • User says "Clear my portfolio" → remove all symbols IMPORTANT: Always confirm with the user before removing stocks. This action cannot be undone. For partial sells (reducing quantity), use update_portfolio_stock instead.

  Connector

  Destructive

  API key

• approve_messageA

  Salesbot - B2B outreach LinkedIn MCP Server with CRM and emailA

  Approve a draft and hand it to the campaign executor for sending (respecting daily limits and allowed hours). Optionally pass edited_messages to overwrite specific drafts before approval. By default each draft is verified by a second-pass quality check (Czech vocative, hallucinations, prompt adherence) — set skip_gpt_check=true to bypass. If the quality check rejects the message, the draft is automatically sent back for a rewrite based on the feedback.

  ConnectorAPI key

• mortgage_pitiA

  TrueCalciA

  Calculate monthly US mortgage payments broken down into PITI (Principal, Interest, Property Taxes, Homeowners Insurance, and Private Mortgage Insurance) along with full 30-year amortization schedule. Behavior: Deterministic, idempotent calculation with zero external side effects. Computes standard monthly amortization using fixed-rate annuity formula, computes annual property taxes divided by 12, monthly hazard insurance, and conditional PMI (applied automatically if down payment is under 20% until 78% LTV threshold). Returns monthly total, principal/interest component, tax/escrow components, total lifetime interest, and payoff schedule. Usage Guidelines: Use for US residential home purchase financing and refinancing scenarios. Do not use for international reducing-balance loans without escrow/PMI; use home_loan_emi instead.

  ConnectorNo auth

• get_matchesA

  NeverApplyA

  Read personalized curated jobs with reasons, missing facts and application status. Start here for recommendations. Returns at most 20 matches per page in ranking order; while next_cursor is not null, call again with cursor set to it for the next page. Includes profile completeness and a retry hint while awaiting the first match computation. Never starts an application or edits the profile.

  ConnectorOAuth

• set_stream_destination_enabledA

  StreamloopA

  Stop or resume sending to one of a stream's destinations without removing it. Disabling works while the stream is live — that output goes off the air at once — except for its last enabled destination (LAST_DESTINATION: stop_stream instead). Enabling is refused while live (STREAM_LIVE).

  Connector

  Destructive

  OAuth

• covabio_codon_adaptationA

  CovaSyn Chemistry ToolsB

  Compute the Codon Adaptation Index (CAI) of a DNA coding sequence against host codon usage. Returns the score, how many codons were scored, how many hit the host's optimal codon, and a classification (highly_optimized >0.8 / well_optimized >0.6 / moderately_optimized >0.4 / poorly_optimized). Use to judge an expression construct before ordering synthesis, or to compare two vendor optimizations. Scored against the optimal codon per amino acid, so it measures optimal-codon fraction rather than the geometric-mean CAI of Sharp & Li 1987. Stop codons are excluded. For mRNA therapeutics use covabio_mrna, which adds GC, CpG and uridine content. Parameters: dna_sequence: Coding DNA sequence (ATG...stop). organism: Host codon table — "ecoli" (default) or "human". Returns: {cai_score, total_codons, optimal_codons, scored_codons, organism, classification}

  ConnectorAPI key

• stacks.recommendA

  BuyAPIA

  Recommends a complete stack from BuyAPI's corpus with a structured decision matrix, cost estimate, assumptions, unknowns, alternatives, and sources. Use this when the user is starting a project or asks for a complete multi-layer stack choice. Do not use this for local coding/debugging/docs questions that do not involve software or vendor selection. Do not call vendors.resolve first; this tool handles retrieval and ranking.

  ConnectorNo auth

• sleep-debt-calculatorA

  MicroappA

  Compute cumulative sleep debt across the last 7 nights given a personal target. Returns total debt in hours, per-night deficits, the worst night, and an estimate of how many nights at +1h over target would clear the debt. Severity is banded for UI color-coding. Educational only — does not replace clinical sleep assessment.

  ConnectorNo auth

• check_agent_prerequisitesA

  mcpA

  Checks if your account has everything needed to run autonomous coding agents. Returns a checklist: API key validity, private network, SSH keypair, and billing. Safe to call anytime — read-only. Call this first before create_controller.

  ConnectorNo auth

• ai_provider_statusA

  Can I Vibe? — AI coding provider statusA

  Get the live status of AI coding providers (Claude, OpenAI, Copilot, Cursor, OpenRouter and more). Returns status, how long each provider has been in its current state, and last check time. Pass service_id for one provider, omit it for all.

  ConnectorNo auth

• generate_promptA

  VynixA

  Render a ready-to-paste coding prompt for an annotation, formatted for a target assistant. A deterministic template (no AI spend); for a deeper analysis use diagnose_annotation.

  ConnectorNo auth

• list_topicsA

  Umesh Malik Blog & ProfileA

  List the curated topic hubs (Claude Code, MCP, AI Search, LLM Engineering, AI Coding Agents) with their URLs.

  ConnectorNo auth