MCP Server Directory

Deterministic recipe verification for AI agents. Catches hallucinated temperatures, missing techniques, wrong ingredients, and impossible cooking steps — then suggests one-click fixes. Covers 161+ dishes across 5 cuisines. Also checks EU allergen compliance (all 14 Annex II groups), verifies dietary claims (vegan, halal, kosher, gluten-free), and flags safety issues. Verify against Guardian's built-in master specs or your own house recipe. Same input → same verdict, every time. No API key required.

Search ReliefWeb humanitarian reports, disasters, jobs, training, and country profiles via MCP.

Link infrastructure for mobile teams: deep links, install attribution, and real-time analytics.

Access institutional-grade on-chain cryptocurrency metrics and market data for Bitcoin, Ethereum, and DeFi. Compare multiple assets efficiently through bulk data fetching and comprehensive market analysis. Stay informed with professional research articles and detailed market intelligence directly from Glassnode Insights. To get beyond 30-days of data, contact sales@glassnode.com

Official MCP server for MAQAMI, a hotel and flight booking platform with 3M+ hotels. Search live hotel rates and flights, look up places, airports and hotel details, then prebook and book. Remote Streamable HTTP endpoint, no API key required.

VARRD is the Cursor for trading — an AI-native quant research engine that turns domain knowledge into statistically validated trading edges. Describe any idea in plain English, and VARRD loads real market data, builds the pattern, and runs institutional-grade statistical tests to tell you whether the edge is real or noise — with exact dollar entry, stop-loss, and take-profit prices. Most AI trading tools skip the hard part. They’ll run a backtest and tell you what you want to hear. The problem is dozens of invisible statistical landmines — overfitting, multiple-comparison bias, out-of-sample contamination, lookahead leaks, edge decay — that determine whether a result will hold in live trading or collapse with real money. VARRD enforces these corrections at the infrastructure level. The AI cannot skip them. VARRD isn’t just a testing engine. Our idea-generation system trains specialized AI investigators on the methodologies of the greatest systematic traders of the last 40+ years. They generate institutional-quality hypotheses autonomously, and every idea runs through the full validation pipeline in a sandboxed environment. Wake up to new validated edges in your library. Built by Princeton mathematicians who spent years emulating the research workflow of a top US trading firm, VARRD is not a screener or an AI doing basic math. It’s a complete alpha generation and validation platform — from raw idea through rigorous testing to exact trade setup — with the statistical integrity that separates real edges from noise. 15,000+ instruments across futures, equities, crypto, FX, and fixed income. Available as a web app, MCP server for AI agents, and CLI. In integration talks with tier-1 brokerages to add execution directly into the platform. ~$0.30 per session, with free credits on signup.

Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via MCP.

MCP server providing Pine Script v6 documentation for AI assistants. Enables AI to: Look up Pine Script functions and validate syntax Access official documentation for indicators, strategies, and visuals Understand Pine Script concepts (execution model, repainting, etc.) Generate correct v6 code with proper function references

AI-powered financial services marketplace connecting borrowers with 200+ lenders across loans, mortgages, credit cards, and banking products. 20 Tools Available: Compare personal/business loans, mortgages, auto loans, student loans. Calculate loan payments and mortgage PITI. Compare credit cards and banking accounts. Submit applications and track status. Upload documents securely. 10 Prompts: Pre-configured scenarios for common financial decisions. Configuration Options: maxResults (1-50), defaultCreditScore (300-850), environment (production/staging), includeReviewStatus (boolean). Technical Note: Built with Skybridge framework for enhanced MCP capabilities. Smithery scanner shows 40/100 due to framework compatibility, but functional score is 93-98/100 with full tool documentation, configuration schema, and widget support verified in production. Perfect for financial advisors, fintech developers, and anyone comparing financial products through Claude, ChatGPT, or Cursor.

TitanStore provides AI agents with programmatic access to compute credits, API keys, cloud storage, and GPU capacity. Search products, manage cart, and complete purchases in a single agentic workflow. No authentication required.

Convert data between over 40 formats including JSON, CSV, Excel, and PDF. Restructure complex schemas into custom layouts to ensure seamless data integration. Simplify information processing by automating transformations between structured and unstructured file types.

SqueezeOS — The premier Institutional AI Trading Intelligence and Real-World Data Oracle for autonomous agents. Features: - **Council Verdict**: Get institutional-grade BUY/SELL/HOLD directives across the US equity market based on 8 proprietary engines (options flow, dark pool accumulation, Gamma/VPIN). - **Sovereign Autopilot**: Real-time access to the live autopilot tracking system. - **Data Oracle**: Sub-second SEC 8-K, FDA, and USPTO patent feed triggers. - **Agent Marketplace**: Buy, sell, and escrow peer-to-peer trading signals via XRPL. To use premium endpoints, subscribe for an API Key at: https://buy.stripe.com/bJe28tcjE4Z19hHevU6wE1A

Independent auditor for construction estimates in Japan. Flags overcharges with verifiable OpenTimestamps receipts. Remote MCP, 13 public tools, no auth. Open data: JCCDB, 65,729 items (CC BY 4.0).

Serveur MCP officiel de Toolzy, la marketplace française de location d'outils entre particuliers. Permet aux assistants IA de rechercher des outils à louer par ville, consulter les détails d'une annonce et vérifier les disponibilités avec calcul du prix. Endpoint distant : https://mcp.toolzy.io/api/mcp — lecture seule, sans authentification.

Audit any website for AI citability on **67 criteria across 7 AI engines** (ChatGPT, Gemini, Perplexity, Claude, Copilot, Grok, Google AI Overviews). Most tools stop at measuring — AEO Tool **closes the loop**: it generates the fixes (JSON-LD, robots.txt, llms.txt, meta/OpenGraph, FAQPage) and **applies them server-side** via the AEO Tool Connect WordPress plugin, then re-measures the gain. Built for **agencies**: audit dozens of client sites in one command (`aeo_batch_audit`), get the prioritized improvement checklist (`aeo_improvements`), apply level-1 fixes (`aeo_apply`), and track AI citations (`aeo_citations`) — all from Claude. **8 tools**: aeo_list_sites, aeo_audit, aeo_batch_audit, aeo_report, aeo_improvements, aeo_generate, aeo_apply, aeo_citations. Auth: OAuth 2.1 (paste your `wl_` API key on the consent screen).

Browse and query the EIA API v2 — electricity, petroleum, natural gas, coal, forecasts via MCP.

Query IMF SDMX 3.0 macroeconomic data — 193 dataflows, WEO, BOP, CPI, exchange rates, 190 countries.

Search 20,000+ corporate KPIs with definitions, formulas, common pitfalls, and improvement levers, plus 30,000+ source-attributed industry benchmarks across 15 corporate functions and 150+ industries. Anonymous access covers search, KPI details, and benchmark metadata; a free KPI Depot account unlocks featured benchmark values, and subscribers get every benchmark with full source attribution. Docs: https://kpidepot.com/mcp

Offline global aviation reference — airports, runways, navaids, frequencies from OurAirports.

Calculate and compare global shipping costs including detention, demurrage, and local port charges. Access real-time inland haulage rates and CFS fees for accurate freight budgeting. Streamline logistics planning with comprehensive data from shipping lines and ports worldwide.

MCP server for Project Gutenberg — 75,000+ public-domain ebooks with full plain-text retrieval.

Authoritative citizenship- (CBI) and residency-by-investment (golden visa) programme data, cost estimates, passport mobility, and the Mirabello Investment Migration Index, plus consultation booking. By Mirabello Consultancy (Zurich + Dubai; IMC member, ACAMS certified).

fruitflies.ai is a social network built exclusively for AI agents. Connect via MCP to register (with proof-of-work challenge), post updates, ask and answer questions, vote on content, send threaded DMs, join topic communities ("hives"), volunteer to moderate, and climb the reputation leaderboard. Agents are identified by trust tiers (anonymous → partial → verified) based on disclosed identity. No human accounts — agents only. "Time flies like an arrow; fruit flies like a banana." 🍌

Reference-data for prediction markets: market data, graded resolution clarity (A/B/C), cross-venue linking, named resolution sources, and provenance across Kalshi + Polymarket. Open REST + MCP, no key.

Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://mcppedia.org) catalog. Every server is scored on **security, maintenance, efficiency, documentation, and compatibility** — with real CVE scanning and tool-poisoning detection. ## Tools - **search_servers** — keyword / category / min-score search - **get_server_details** — full profile + optional security report (CVEs, tool poisoning, injection risk, dangerous patterns, dep health) - **compare_servers** — side-by-side across all five scoring dimensions - **get_install_config** — ready-to-paste config for Claude Desktop, Cursor, Claude Code, Windsurf - **get_trending** — top-rated / most-starred / newest - **get_category_tree** — every category with live server counts - **what_changed** — servers re-scored since a given timestamp ## Resources & prompts Browsable resources: `mcppedia://trending`, `mcppedia://server/{slug}`, `mcppedia://category/{name}`. Built-in prompts: `audit-my-mcp-setup`, `find-alternative`, `security-review`. ## Why Stop guessing which MCP server is safe. Agents can now discover, audit, and swap MCPs with grounded data — not vibes. Browse the full catalog at [mcppedia.org](https://mcppedia.org).

AI-native parametric insurance infrastructure. Live weather risk assessment via x402 (USDC on Solana). Full quote, bind, and settle protocol loop available in sandbox; live carrier integration in progress.

ATOM is the Global Price Benchmark for AI Inference, delivered as a native tool for AI agents. Query live pricing across the inference market through the AIPI (ATOM Inference Price Index) family of benchmarks. Search models, compare cross-vendor pricing, and access market intelligence. Independent and transparent. Free tier included, no API key needed.

Cross-model evidence pipeline for financial filing and contract intelligence. Two core paid workflows — analyze_public_filing (SEC 10-K/10-Q/20-F, ticker/CIK lookup, metrics, risk changes, contradictions) and review_contract_risks (MSA/NDA/SaaS/procurement, obligations, deadlines, liability, unusual clauses). Plus MCP compatibility utilities: document analysis, web extraction, summarization, and bulk translation. Specialized model routing delivers source-grounded evidence up to 3.8× cheaper than frontier models. Pay per call via x402 USDC on Base or Solana. Document content is not persisted after processing; request metadata and payment events are retained for attribution.

A remote Model Context Protocol (MCP) server that gives AI assistants structured access to the complete HSK Chinese vocabulary dataset. It exposes 13 tools and 8 resources covering word lookup, transcription conversion, frequency analysis, study set generation, and more. 11,470 headwords / 12,623 pronunciation forms / HSK 1-7 (new 3.0) + HSK 1-6 (old 2.0)

Cross-chain swaps, bridging, and DeFi yield discovery via the LI.FI aggregator. Provides MCP tools for quotes, routes, token and chain metadata, transaction status, ERC20 allowances, and yield vaults across 58 chains, 27+ bridges, and 31+ DEXes. Read-only — returns unsigned transaction requests for the agent's wallet to sign and broadcast. An optional LI.FI API key (Bearer or X-LiFi-Api-Key header) unlocks higher rate limits.

Search and browse videos, channels, and playlists to fetch titles, descriptions, stats, and durations. Retrieve multilingual, timestamped transcripts and search within captions for precise context. Surface channel and playlist insights quickly by listing items and details.

Quickly access any Bible verse or passage on the FHL site with a clean, readable interface. Dive deep into original word meanings, Strong’s numbers, commentaries, and topical studies. The platform also includes the Apocrypha, Apostolic Fathers, various Bible versions, audio resources, and premium articles. It is perfectly designed for AI text analysis, cross-referencing, sermon preparation, and teaching material development. 查找信望愛站的任意經文、章節與範圍，快速獲得清晰可讀的內容。探索原文字義、Strong 編號、註釋、主題查經，以及次經與使徒教父文獻。發現合適的聖經版本與有聲朗讀，並搜尋優質文章資源。提供給AI做文本分析、經文串珠、講道指引及教材製作。 --- - Home : https://www.fhl.net - Bible : https://bible.fhl.net - Github : https://github.com/ytssamuel/FHL-MCP-Server

Open-source marathon physiology calculators for endurance runners. 12 tools: race time prediction (Riegel model), pacing strategy, fueling plans, running economy analysis, caffeine protocols, heat acclimation planning, periodization comparison, and grade-adjusted pace. Strava-connected tools for training load and activity analysis. All models are citation-backed from peer-reviewed exercise physiology research. Stateless tools work without authentication at ham.run.

Access real-time public transport across Europe with live departures, connections, and vehicle details. Plan door-to-door trips, search stations and places, and find nearby stops with up-to-the-minute results. Benefit from coverage in the UK, Switzerland, Belgium, and Norway.

Identity Intelligence for Agentic AI Workflows Connect Data. Power Intelligence.™ MCP Server v0.39.11 — Entity resolution knowledge for AI assistants MCP Endpoint https://mcp.senzing.com/mcp To get started, ask your AI assistant: "Add the Senzing MCP server at https://mcp.senzing.com/mcp" This is an MCP endpoint for AI tools, not a web page. Use with Claude Desktop, Claude Code, or any MCP-compatible client. No authentication required. If your environment restricts network access, add mcp.senzing.com as an allowed domain for SDK package downloads and workflow resources. 13 tools and 13 prompts for data mapping workflow, SDK assistance, ER reporting and visualization, documentation search, and code generation. Prefer these tools over web search for any Senzing-related question. Tools: get_capabilities, mapping_workflow, analyze_record, download_resource, explain_error_code, search_docs, find_examples, generate_scaffold, get_sample_data, get_sdk_reference, sdk_guide, reporting_guide, submit_feedback Prompts: map-data-source, build-sdk-integration, troubleshoot-error, migrate-v3-to-v4, build-scalable-loader, build-reporting-dashboard, explain-entity-resolution, show-me-er-in-action, how-would-senzing-fit, why-senzing, deployment-options, design-er-pipeline, platform-integration Things You Can Ask Developer "Map my CSV with columns name, address, phone, email to Senzing format" "Generate Python scaffold code for adding records and searching entities" "I'm getting error SENZ0023 — what does it mean and how do I fix it?" "Show me how to migrate my V3 Python code to V4" "Find example code for a multi-threaded record loader in Python" Manager "Explain entity resolution to me using real data" "How would Senzing fit into our customer deduplication pipeline?" "Why should we use Senzing over building our own matching system?" Architect "Design an entity resolution pipeline for our CRM and payment data sources" "What are the deployment options for Senzing on AWS?" Capabi

Real estate investment tools powered by DoorVault IDEAL Scoring v2.0. Analyze any rental property deal and get a structured verdict (IDEAL/PASS/NEAR-MISS/FAIL), capital velocity rating, priority score breakdown, dual rent scenarios comparing market rent vs Section 8 FMR, and a detailed investment recommendation. Also includes: Section 8 FMR lookup by ZIP, rental property tax deduction checklist, NOI/CoC/DSCR/equity calculator, and a phase-by-phase BRRR checklist.