The tools agents can call
151,644 unique MCP servers across ten major directories and registries, each with its sources and history.
Each server counts once, however many directories list it. Glama, PulseMCP and mcp.so listings arrive through MCP Toplist’s open dataset, used under CC BY 4.0. 13,995 listings from bulk publishers wait for review.
DevMatch
zachary-royals
DevMatch is an MCP server for hiring engineers based on what they've actually built. Connect from Cursor, Claude Desktop, or any MCP-compatible AI assistant and search 35M+ developers ranked by verified open-source contributions — not LinkedIn keywords or self-reported skills. **Three tools:** **`find_candidates`** — paste a job description, get a ranked shortlist with bio, top repos, contribution evidence, and contact info. Pro tier adds verified email enrichment on the top 5 results. **`get_profile`** — deep-dive any GitHub handle. Bio, recent activity, top projects, and outreach channels in one call. **`find_similar_projects`** — landscape mapping from a seed repo with top contributors surfaced, so you can pivot from a project to its maintainers in one step. Built for mission-driven teams that want engineers who care about the work, not just check the keyword box. OAuth sign-in (no API keys to juggle). Free tier with 50 monthly credits, $129/mo Pro for higher quotas plus verified email enrichment.
Listed on Smithery
Forkit
zeintesit
Forkit is the only MCP you need for your team of agents. It is a persistent coordination infrastructure for multi-agent AI systems, exposed as a single MCP endpoint.
Listed on Smitheryzlurp
zlurp
Web scraping for AI agents. Convert any URL to clean markdown via x402 micropayments on Base.
Listed on Smithery
Booking.com
infoseekai
Search flights on Booking.com Get the mcp server url @ https://Infoseek.ai/u
Listed on Smithery
Google Flight Search
infoseekai
Search flights with Google Flights. Get the mcp server url @ https://Infoseek.ai/u
Listed on Smithery
Seedance2.0 video generation
infoseekai
Generate state of the art videos with Seedance 2.0 Get the mcp server details @ https://Infoseek.ai/u
Listed on Smithery
Ohmyfin Banking Intelligence
aa-9xxm
Cross-border payment and banking intelligence for AI agents: SWIFT/BIC lookup, IBAN validation, sanctions screening, ECB FX rates and timing, payment cutoff times, bank holidays. Built for treasury and payment-operations teams. 28 tools; most free, no key required. Less limits with key + FI license validation.
Listed on Smithery
AgentLadle Financial Reports MCP
agentladle
# AgentLadle Financial Reports MCP Welcome to the **AgentLadle Financial Reports MCP Server**! This tool empowers your favorite MCP-compatible clients (like Cursor and Claude Desktop) with professional-grade capabilities for corporate intelligence, financial data extraction, and report analysis. ## 🚀 Getting Started To use this server, you will need a valid AgentLadle API Key. ### 1. Get Your API Key 1. Go to our official website: [https://agentladle.com](https://agentladle.com) 2. Sign up for an account or log in if you already have one. 3. Navigate to the **MCP Keys** section in your dashboard. 4. Generate a new API Key and copy it. ### 2. Configuration When you install this server via Smithery, you will be prompted to enter your `apiKey`. Simply paste the raw API key you copied from your dashboard (e.g., `sk-123456789abcdef`). For a full quick start, see: [https://agentladle.com/docs/quickstart](https://agentladle.com/docs/quickstart) ## ⚠️ Data Coverage Limitation > Please note that currently, this server only supports **Chinese A-share (CN-A)** listed companies. US stocks, HK stocks, and other markets are not supported yet. ## 🛠️ Available Tools Our server provides the following core tools for financial analysis: * **searchCompanyInfo**: Look up listed companies by name or stock code. Returns stockCode, short name, market, and listing date. Call this first when the user mentions a company name or an unknown code. * **financialKeywordSearch**: Full-text keyword search across financial reports. Extract 1–5 core keywords and get matching fragments with page numbers. * **getFinancialReportPages**: Read original report text by page range. Prefer financialKeywordSearch first to locate pages, then read the returned page. Recommended call order: `searchCompanyInfo` → `financialKeywordSearch` → `getFinancialReportPages`. ## 💬 Support If you encounter any issues or have questions, please reach out to our support team at [[email protected]](mailto:[email protected]) or visit [https://agentladle.com](https://agentladle.com).
Listed on Smithery
PubFi MCP
ai-pubfi
Route crypto data needs through PubFi capability and gateway tools. PubFi exposes six generic MCP tools for capability search, route planning, route execution, explanations, schema lookup, and pricing quotes.
Listed on Smithery
AI Commander
aicommander
AI Commander is a remote shell for AI agents. It lets an MCP client (Claude, Codex, ChatGPT, Cursor, or any Model Context Protocol client) run shell commands on machines you own by quoting a short session code like `AIC-7K3P-WX9M-RTBN`. A small agent on the target machine keeps one outbound WebSocket open to AI Commander's hosted relay, so there are no inbound ports, no exposed SSH, and no VPN. Command stdout/stderr stream back in real time over SSE.
Listed on Smithery
tools
ajie-jiebang
Free online tools for developers - JSON/YAML formatter, base64 encoder, hash generator, and 20+ more utilities. Powered by jiebang.site.
Listed on Smithery
datahyena
akashrajpurohit
Datahyena turns messy growth signals into one clean API. Get funding rounds, acquisitions, and executive moves as structured, deduplicated, entity-resolved records, plus company and investor entities. Pull over REST, stream over webhooks, or connect it to your AI agent over MCP (works with Claude, Cursor, Codex). Free tier: 50 credits, no card.
Listed on Smithery
Guard Mail
aldred
# Secure email inbox protected against prompt injection attempts, malware, viruses and more This MCP server acts as a secure gateway between your AI agents and email systems, protecting against common email-borne threats before content ever reaches your LLM. Every message is scanned for prompt injection attempts, malware, viruses, spam, and other malicious content, ensuring your agents only process trusted, sanitized emails. ## Features * **Prompt Injection Protection** – Detects and neutralizes prompt injection attacks embedded in email content. * **Malware & Virus Scanning** – Prevents AI agents from processing malicious attachments and infected messages. * **Spam & Phishing Detection** – Filters unwanted and deceptive emails before they reach your workflows. * **Secure MCP Integration** – Connect AI agents through the Model Context Protocol (MCP) for controlled, secure email access. * **Safe Email Processing** – Delivers clean, validated email content while blocking or quarantining suspicious messages. * **Enterprise Ready** – Designed for AI-powered automation, customer support, assistants, and autonomous workflows. ## Ideal For * AI customer support agents * Email automation workflows * Autonomous assistants * Enterprise AI applications * Security-conscious MCP deployments Keep your AI productive while ensuring email remains a trusted source of information.
Listed on Smithery
Muapi
am-1m1k
Access 400+ generative AI models directly from your AI assistant. Generate images (FLUX, Midjourney, GPT-4o), create videos (Veo3, Kling, Runway), make music (Suno), enhance photos (upscale, background removal, face swap), and more — all via a single MCP server.
Listed on Smithery
beforeyouship — LLM cost modeling from your editor
beforeyouship
Model the realistic monthly cost of an LLM app **before you build it**. Not a token calculator: retries, prompt caching, batch discounts, infra overhead, and 3×/10× growth are modeled in, across GPT-5.x, Claude, Gemini, DeepSeek, and more. **Works without a key.** Connect and ask — demo mode covers the six free-tier models. A Pro API key ([beforeyouship.dev](https://beforeyouship.dev)) unlocks the full 18-model catalog. ## Tools | Tool | What it does | |---|---| - **`estimate_cost`** Full cost model for an architecture at a given usage level. Returns Naive / Realistic / Worst Case $/mo per model, growth scenarios, and an opinionated recommendation. | - **`get_model_prices`** Current per-1M-token pricing (input, output, cached, batch) with context windows and staleness metadata. | - **`list_archetypes`** Seven preset architecture patterns (chatbot, RAG pipeline, multi-step agent, …) used as starting points for estimates. | ## Try it Paste into Claude Code or Cursor after connecting: > Estimate the monthly cost of a RAG pipeline at 10,000 requests/day ## Setup ```bash claude mcp add --transport http beforeyouship https://beforeyouship.dev/api/mcp ``` ## Links - Docs & tool reference: https://beforeyouship.dev/docs#mcp - Live calculator: https://beforeyouship.dev - Announcement: https://beforeyouship.dev/blog/query-llm-costs-from-claude-code
Listed on Smithery
cityparity
bissell-skyler
cityparity compares two cities on the numbers that actually decide a move. Give it a salary and a family situation and it returns take-home pay, a full cost breakdown (housing, healthcare, childcare, food, transit, travel home, property tax), the equivalent salary you'd need in the target city, and the non-cash deltas people move for: statutory vacation, parental leave, and universal healthcare. It can also rank cities by a composite quality score and look up inbound-worker tax regimes (Italy impatriati, Portugal IFICI, and others). About 165 cities across 69 countries. Free, no API key, hosted Streamable HTTP.
Listed on Smithery
ArcadeTrading
businesszilioli
USDC-native DEX + bonding-curve launchpad on Circle's Arc L1, usable by AI agents.
Listed on Smithery
memplato
cherkavskyi
Personal MCP memory server that runs on your Android phone via Termux. 29 tools: drawers, knowledge graph, diary, semantic search, tunnels. All data stored locally on your device, never on external servers. Works with Claude, Perplexity, Cursor, Windsurf, VS Code, Zed.
Listed on Smithery
CNVS
coderai
Free, no-signup real-time collaborative whiteboard (draw, todo, kanban) in the browser. Open a URL, share it, draw and write together. Ships a Model Context Protocol (MCP) endpoint at `https://cnvs.app/mcp` so AI assistants can collaborate on the same live board as humans.
Listed on Smithery
FreeSign
coderai
FreeSign is a free e-signature (electronic signature, esignature) service that runs entirely in the user's browser - no upload, no account, no monthly cap, no watermark. It produces a real, standards-based PAdES-B-T electronic signature legally recognised under US ESIGN/UETA and EU eIDAS (Advanced Electronic Signature).
Listed on Smithery
MaxCV.ai
coderai
MaxCV is an AI tool that tailors your existing CV/resume to a specific job posting. Beat AI screening with AI tailoring.
Listed on Smithery
WhenMeet.me
coderai
Free group scheduling that checks live Google Calendar and Microsoft Outlook availability, lets everyone else mark free time by hand, and ranks the best meeting slots instantly. WhenMeet.me is a free group scheduling tool for meetings that cross companies, calendars and time zones. It checks live Free/Busy from Google Calendar and Microsoft Outlook, then fills the gaps with a when2meet-style paint grid for Apple iCloud users, Proton users and anyone without a connectable calendar. The result is one shared heat-map of group availability, shown in each person’s own time zone. Pick a slot, confirm with a Google Meet or Microsoft Teams link, and guests can still propose a better time without creating an account.
Listed on SmitheryConductor Relay Exchange
conductor-relay
Conductor Relay is an agent-native exchange where autonomous agents build, sell, and transact **any software** — settled in managed internal CPTM (closed economy; no cash-out). This MCP server connects you to the live exchange: - **Public (no key):** exchange status, network stats, CPTM price, capability directory, and trial-agent registration. - **With a `cr_agent_` key:** list/claim/submit jobs, check balance, request sandbox funds, and resolve commercial intent. Get a key instantly with the `register_agent` tool. Live inventory includes a finance/payments validation suite (ISO 8583, ISO 20022, FIX, NACHA, IBAN, BIC, and many others) and a fixed-width/delimited record DSL, plus AgentKit orchestration & resilience SDKs.
Listed on Smithery
Vee3
contact-v901
Vee3 connects coding agents to a hosted catalog of live data and action tools through one MCP server at `https://mcp.vee3.io/mcp`. Use it for market research, due diligence, competitive analysis, and fact-heavy tasks without leaving your editor. Tools cover domain research (availability, WHOIS, DNS, RDAP, metrics), X (Twitter) search and profiles, Google Trends and keyword insights, SEO and backlinks, Google Maps places, YouTube and TikTok data, Rotten Tomatoes metadata, website screenshots, and free catalog discovery helpers. Sign up at [app.vee3.io](https://app.vee3.io) for a free tier. Tool calls use token-based billing; failed calls are not charged. ## Documentation URL https://vee3.io/capabilities
Listed on Smithery
Latest changes
Typed diffs between observations- Liftli Official MCP Registry MCP URL changed from "https://liftli-strategist-mcp.onrender.com/mcp" to "https://mcp.liftli.ai/mcp" (registry)
Coverage
- Directory listings
- 57,797
- Brands resolved
- 23,471
- On two or more hosts
- 5,359
- Remote MCP servers
- 26,352
- Tools listed by probe
- 10,264 servers
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