MCP Servers Directory — Page 439

Explore server capabilities, recorded tools, available client configurations and practical setup considerations. Browse servers by category, or jump to remote servers and official vendor servers.

Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.

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🌐 Browser Automation

984 servers

🗄️ Databases

2205 servers

🛠️ Developer Tools

8565 servers

🔎 Search & Web Scraping

1403 servers

📁 File Systems & Storage

598 servers

💬 Communication

2659 servers

✅ Productivity & Project Management

1883 servers

🤖 AI & ML Services

1983 servers

☁️ Cloud & DevOps

1735 servers

💳 Payments & Commerce

2501 servers

📈 Monitoring & Observability

1236 servers

🧠 Knowledge & Memory

1603 servers

🎨 Design & Creative Tools

327 servers

📊 Analytics & Reporting

965 servers

⚙️ CI/CD & Build Pipelines

67 servers

💬 Customer Support & Help Centers

74 servers

📚 Documentation & API References

937 servers

🔄 Workflow Automation

124 servers

🔐 Security & Identity

310 servers

💹 Finance & Market Data

1303 servers

🤝 CRM & Sales

561 servers

📣 Social Media & Marketing

1525 servers

🔬 Research & Scientific Computing

317 servers

🗺️ Maps & Location

392 servers

🎬 Media & Entertainment

908 servers

🎓 Education & Learning

107 servers

🩺 Healthcare & Life Sciences

243 servers

✈️ Travel & Hospitality

391 servers

🔌 Hardware & IoT

205 servers

⛓️ Blockchain & Web3

1068 servers

🧩 Data Processing & Conversion

626 servers

⚖️ Legal & Compliance

1194 servers

🏛️ Government & Public Data

825 servers

🌦️ Weather & Environment

712 servers

🏅 Sports & Fitness

322 servers

🏠 Real Estate & Property

383 servers

🎮 Games & Game Development

242 servers

🕒 Time & Date

400 servers

♿ Accessibility & Interface Audits

172 servers

📝 Content Management

155 servers

📱 Mobile Development

259 servers

👥 Human Resources & Recruiting

238 servers

📰 News & Events

577 servers

🔍 SEO & Website Audits

560 servers

🧪 Software Testing & QA

127 servers

🌿 Git & Version Control

832 servers

💻 Code Execution & Sandboxes

112 servers

🖥️ Terminal & Desktop Automation

123 servers

📧 Email & Inbox Management

676 servers

📅 Calendars & Scheduling

456 servers

📄 Documents & PDFs

966 servers

📊 Spreadsheets

253 servers

📽️ Presentations & Slides

93 servers

🧲 Vector Search & RAG

358 servers

🤝 AI Agents & Orchestration

329 servers

🖼️ Images & Visual Editing

315 servers

🎙️ Audio & Speech

254 servers

🎞️ Video Tools

781 servers

🌍 Translation & Localization

160 servers

🗺️ Diagrams & Whiteboards

233 servers

🚚 Data Engineering & ETL

51 servers

🧮 Math & Calculations

400 servers

🌐 Networking & Diagnostics

247 servers

🍽️ Food & Recipes

286 servers

📦 Logistics & Shipping

199 servers

📣 Advertising & PPC

182 servers

🧾 Accounting & Bookkeeping

172 servers

🛍️ E-commerce & Online Stores

308 servers

📋 Project & Task Management

381 servers

📝 Notes & Personal Knowledge

184 servers

🎧 Meetings & Transcripts

45 servers

🔌 API Development & Testing

216 servers

🔬 Code Search & Intelligence

154 servers

☸️ Kubernetes & Containers

269 servers

🏗️ Infrastructure as Code

48 servers

🔐 Identity & Access Management

30 servers

🗝️ Secrets & Credentials

21 servers

🚩 Feature Flags & Experiments

27 servers

🚨 Incident & On-call Management

33 servers

📈 Web & Product Analytics

133 servers

✉️ Email Marketing

46 servers

🗳️ Forms & Surveys

17 servers

✍️ E-signatures & Agreements

43 servers

⏱️ Time Tracking & Timesheets

95 servers

📉 Business Intelligence & Dashboards

60 servers

🔗 Other Integrations

20690 servers

All MCP servers

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Llmpress

Agent-only long-form publishing: articles, notes, replies and follows under the agent's own byline.

Other IntegrationsRemote

Llm Prices

A zero-dependency Python CLI and library for looking up and comparing LLM API costs across all major providers.

AI & ML ServicesPython

Llmprobe

llmprobe is a CLI tool for LLM serving reliability. It probes hosted APIs or OpenAI-compatible inference servers, then reports the metrics that

AI & ML ServicesRemoteGo

LLM Provider Intelligence

LLM provider intelligence: recommendations, pricing, and status

Other IntegrationsRemote

LLM Provider MCP

Delegate asynchronous coding jobs between Claude Code, Codex, Cursor Agent, and Pi.

Developer Tools

LLM Pulse

AI visibility analytics for brand mentions, citations, sentiment, and GEO reports

Analytics & ReportingRemote

Llmpvp

Skill + slash commands for LLMPvP — a bring-your-own-LLM chess/Go arena — installable into any of 8 coding-agent CLIs (plus the universal .agents/skills convention) with one command.

Games & Game Development

Llm-redteam

Active jailbreak/extraction/obfuscation red-teaming for live LLM endpoints

Other Integrations

LLM Red-Team Scanner

35-probe LLM/agent security red-team scan (injection, jailbreak, MCP abuse) with report.

Other IntegrationsRemote

Llmref

Versioned documentation registry and semantic search for AI tools and coding assistants.

Knowledge & MemoryRemote

Llm Router

llm-router hooks into your coding tool's own lifecycle, reads each prompt before the model does, and drafts an answer on a free or local model first. No API keys needed on a Claude subscription — routing runs through…

AI & ML ServicesRemotePython

Llmscout

Runs 21 technical-SEO and GEO (generative-engine-optimization) checks against your site, in pure TypeScript or pure Python, with zero Python interpreter, zero headless browser, and zero external…

Browser Automation

LLMScribe

Deterministic repo map, search and file reader for AI agents.

Other Integrations

LLM SEO MCP — Elephant Accountability

MCP server for the Elephant Accountability certification bureau. Surfaces vendor offerings, methodology, and audit requests to AI agents over the Model Context Protocol.

SEO & Website AuditsRemote

Llms-generator-mcp

Crawls any website and generates a standards-compliant /llms.txt file and JSON-LD schema bundle.

Developer ToolsRemote

Llmsmap.me International Directory

Public integration metadata for llmsmap.me and llmsmap.ru.

Other IntegrationsRemote

LLM SSE MCP Demo

This project demonstrates the integration between LLM clients and MCP (Model Context Protocol) servers using Server-Sent Events (SSE) for real-time

AI & ML Services

Llms.txt

Build llms.txt from local Markdown or a sitemap.xml and check an existing llms.txt file.

Other Integrations

Llms.txt Checker - AI Readiness Audit

Checks llms.txt, AI crawler access in robots.txt, and sitemap - with a 0-100 AI readiness score.

Search & Web ScrapingRemote

Llmstxt-doc-search

BM25 search over llms.txt doc indexes (Strands, Kiro, AWS); sources addable at runtime.

Cloud & DevOps

Llms.txt for agents

Any site's llms.txt: find the covering index, read its linked docs as markdown, search sections. Remote MCP server over Streamable HTTP at https://llmstxtmcp.dev/mcp. Free, no API key. Tools…

Documentation & API ReferencesRemote

Llms.txt Generator

Create, validate and audit llms.txt, incl. the Lighthouse Agentic Browsing check.

SEO & Website AuditsRemote

Llms.txt Readiness

Does a site publish llms.txt, robots permissions and a sitemap agents can use? Bounded check.

SEO & Website AuditsRemote

Llms-txt-validator

Validate a site's llms.txt against the spec: fetches every linked URL, scores it 0-100.

Other IntegrationsRemote

Llms.txt 檢查工具

llms.txt 檢查工具:檢查網站的 llms.txt、robots 與 sitemap。台灣繁體中文 MCP 工具。

SEO & Website AuditsRemote

Llms.txt 檢查工具

檢查網站 llms.txt 與 AI 爬蟲 robots.txt 設定,並自動產生 llms.txt。

SEO & Website AuditsRemote

Llmtest MCP

LLMTest MCP server — benchmark AI models and get cost-saving suggestions in your IDE

Developer ToolsGo

Llm To MCP Integration Engine

The llm_to_mcp_integration_engine is a communication layer designed to enhance the reliability of interactions between LLMs and tools (like MCP

AI & ML ServicesPython

Llmtrim

MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.

Monitoring & ObservabilityRemotePython

LLMVerify

Local-first MCP server for LLM output verification — risk signals, injection and PII checks.

Communication

Llmwiki

Compile documents into a cited knowledge wiki. Retrieve evidence, query, and review via local MCP.

Knowledge & Memory

Lm

Connect Claude to any OpenAI-compatible LLM endpoint and offload routine work to a local model.

AI & ML Services

Lmad

A Laravel 12 MCP (Model Context Protocol) package that provides AI agents with comprehensive API discovery and analysis capabilities. LMAD enables AI

Developer Tools

LMGram

Consent-based human matchmaking for peer advice, collaboration, and practical help.

Other IntegrationsRemote

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LM hash 16-hex shape, value discarded

Data Processing & ConversionRemote

Lmo

L-Moments for robust statistics & inference.

Developer ToolsPython

LMS MCP

1. **Clone the repository:** ```bash git clone <your-repo-url> cd LMS-MCP ```

Search & Web ScrapingPython

LMStudio

A Model Control Protocol (MCP) server that allows Claude to communicate with locally running LLM models via LM Studio.

AI & ML ServicesPython

LMX Cloud LLM Inference

OpenAI-compatible LLM MCP (7 tools); chat via balance key or x402 USDC on Base

AI & ML ServicesRemote

LN Church Agent MCP

Inspect-only HTTP 402 surface classifier. Keyless, no wallet, no signing, no payments.

Payments & Commerce

lnexchange-mcp-node-service

This is a Node.js service for interacting with the LnExchange API, providing spot trading functionality.

Finance & Market Data

Lnexchange MCP Node Service

This is a Node.js service for interacting with the LnExchange API, providing spot trading functionality.

Finance & Market DataTypeScript

Lnk.Bio Official MCP

Manage your Lnk.Bio page through AI: links, pages, themes, social icons, and more.

Other IntegrationsRemote

LNX link in bio

Build a free link-in-bio page (lnx.net/name) for the user from their links, socials and bio.

Other IntegrationsRemote

LNX QR codes

Styled, print-ready QR codes for links, text, email or phone, with frames and custom colors.

CommunicationRemote

Loadbay

Catalog of 370+ open-source AI-agent harnesses. Search, list your own, earn USDC tips via x402.

Other IntegrationsRemote

Loadbearing

Checks .NET solutions against a fluent C architecture spec and explains the rules to agents.

Other Integrations

Loadbench

MCP server for structural load & stability math: tipping, support reactions, beam checks.

Other Integrations

Loaditout

Search and install 20,000+ security-graded MCP servers and agent skills.

Productivity & Project Management

Loadster

Loadster is a cloud load testing and monitoring platform. Its built-in Model Context Protocol (MCP) server lets AI agents like Claude, ChatGPT, Codex, Cursor, and VS Code write and play load test…

Browser AutomationRemote

Loa Healthcare Pricing

Search source-labeled hospital prices, CPT codes, providers, and healthcare cost estimates.

Healthcare & Life SciencesRemote

Loan-calculator

Loan and mortgage math: monthly payment, amortization schedule, payoff comparison.

Developer Tools

Loanpro

A Model Context Protocol (MCP) server that exposes read-only access to LoanPro data via multiple transport protocols: HTTP, Server-Sent Events (SSE)

Payments & CommerceGo

Loan-schedule

Amortization schedules for a loan: the level payment, the interest, and what settling early saves.

Developer Tools

Lob

Verify US & international addresses and send physical mail (postcards, letters, checks) via Lob.

Other IntegrationsRemote

Lob

Lob MCP — US address verification, bulk verification, and autocompletion

Other IntegrationsRemote

Lobbywatch-mcp

Lobbywatch.ch transparency data on parliamentarians, interests, access badges

Other Integrations

Lobex

Agent-to-agent marketplace MCP: list skills, buy/sell services, earn gas, cash out BTC.

Payments & CommerceRemote

Lobster

Public affairs CRM: stakeholders, projects, actions, Finnish Transparency Register

Productivity & Project ManagementRemote

Lobsterroll

Unlike Slack or Discord (built for humans, patched for bots), Lobster Roll treats agents as first-class citizens with full account capabilities

CommunicationRemoteTypeScript