MCP Servers Directory — Page 82

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.

Browse by category

All categories →

🌐 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

54,594 published · page 82 of 910

Assay Truth Graph MCP

Ground GTM agents in governed, cited company truth.

Developer ToolsRemoteGo

Assert

MCP server for Assert — lets your AI coding agent generate, run, and inspect E2E tests without leaving the chat.

Developer Tools

Assertion Memory

Recall your team's coding-agent memory. Install the Assertion plugin to capture it automatically.

Developer ToolsRemote

AssessLane

Create, review, assign and track team training assessments from your AI client.

Other IntegrationsRemote

Assessment-compare

Factual UK ADHD & autism assessment price and wait comparison. Read-only; not medical advice.

Other IntegrationsRemote

Assess My Hair | Powered by Rich Mom Recommends

Assess My Hair, powered by Rich Mom Recommends. Understand. Care. Thrive. Your personalized hair &am

Other IntegrationsRemote

Asset-auto-generator

An MCP server that provides asset auto generator

Other IntegrationsRemote

Asset-auto-picker

An MCP server that provides [describe what your server does]

Other Integrations

AssetFare

USDC bridge API for AI agents and agent-wallet funding: 54 active routes across sixteen chains, with 44 measured routes inactive. Forty-four active routes have a route-specific best-from amount; at…

Other IntegrationsRemote

AssetFare USDC Bridge

Exact-amount top-two routing for six pilots; caller signs; AssetFare never signs or submits

Other IntegrationsRemote

Assetfy

German real estate data: Flurstücke, Bebauungspläne, Bodenrichtwerte, buildings and listings.

Real Estate & PropertyRemote

Asset Hub Mcp

AssetHub MCP is the public MCP client for Asset Hub MCP. It lets Codex, Claude Code, Cursor, and other MCP clients search a hosted catalog of game assets, install exact files into a project, and…

Other Integrations

Assetize — IBM Maximo knowledge

Cited IBM Maximo and MAS answers: upgrades, error codes, gotchas, versions and lifecycle.

Other IntegrationsRemote

AssetLab

480+ tools across 100+ resources · scoped, tenant-bound, audited · read and write · hosted or local

Cloud & DevOpsRemote

AssetLog

Search vehicles, real estate and jobs; manage your listings, alerts, enquiries and viewings.

Real Estate & PropertyRemote

Asset-management

Drawdown-first risk for your stock/ETF book — every number from a validated core, not the model.

Developer Tools

asset-price-mcp

A Model Context Protocol server for retrieving and displaying current asset price information. This server provides tools to fetch real-time price information for various asset (including precious…

AI & ML Services

Asset Price MCP

An MCP-compatible service that provides real-time asset prices including precious metals, cryptocurrencies, and more

Productivity & Project Management

Asset-register

Fixed assets and depreciation from bundled Polish KST, HMRC and IRS MACRS tables.

Developer ToolsRemote

Assetzaar Marketplace

Search Assetzaar's catalog of UI components, agent skills, SaaS kits and automations.

Design & Creative ToolsRemote

Assinafy

Send documents for legally valid e-signature in Brazil, track signers and download signed files.

E-signatures & AgreementsRemote

AssistAI

AssistAI is an Eclipse IDE plugin that exposes your entire development environment as an MCP (Model Context Protocol) server. External AI agents -- Claude Code, OpenAI Codex, Claude Desktop, or any…

Developer ToolsRemote

Assistant Gym

Training gym where AI assistants practice real tasks and earn signed, verifiable scores.

Other IntegrationsRemote

Assistant Hub

Ranked crypto setups with a graded track record, and trading skills with public records.

Finance & Market DataRemote

Assistant Mail MCP

MCP server for AssistantMail — give AI agents a managed mailbox to send and receive email.

Communication

Assisted Service MCP Server

MCP server for interacting with the OpenShift assisted installer API.

Kubernetes & Containers

Assiststudio

Windows-only headless LLM task automation engine with scheduling via Windows Task Scheduler.

Productivity & Project Management

Assurance

Loi Lemoine, simulateurs assurance emprunteur et statut produits (ORIAS 26000195).

Other IntegrationsRemote

Assurance

Checks what an agent did NOT read. Coverage over a retrieval step or a folder.

Other Integrations

Ast

MCP server that uses TypeScript AST to find which tests are affected by a code change

Developer ToolsTypeScript

ast2llm-go

Automatically injects relevant code structure into your prompts using precise Go AST analysis.

Other Integrations

Ast2llm Go

Automatically injects relevant code structure into your prompts using precise Go AST analysis.

Developer ToolsGo

AstaDoo

Cerca e analizza aste immobiliari italiane, con dati PVP e citazioni dai documenti originali.

Other IntegrationsRemote

Aster Agent Gateway

Read-only MCP gateway to Aster DEX: 24/7 gold, oil and equity perps, funding with real intervals.

Other Integrations

Aster Info MCP

An MCP server that provides structured access to [Aster DEX](https://www.asterdex.com/en) market data—covering candlesticks, order books, trades, and

Finance & Market DataPython

Asterisk

Asterisk Model Context Protocol (MCP) server.

Developer ToolsPython

AsterMind MCP

On-device reranking that cuts RAG context tokens ~67% while keeping a relevant passage.

Vector Search & RAG

AsterNym

Birth charts for agents: BaZi, Chinese and Western zodiac, numerology. Keyless and read-only.

Other IntegrationsRemote

Asteroid XRPL Hub

Read-only XRPL tools for ASTEROID: identity, market, supply, liquidity, escrows, holders, AMM quotes

Other IntegrationsRemote

Asterpay

EUR settlement for AI agents. Trust scoring, market data, crypto analytics. 16 free tools.

Analytics & Reporting

AsterPay — EUR Settlement For AI Agents

EUR settlement + trust for AI agent commerce: budgets, KYA, merchant discovery. 22 tools.

Payments & CommerceTypeScript

Asterwise

See it first: 46-second demo of Claude Desktop casting a chart through this server, and the independent Swiss Ephemeris cross-check.

Other IntegrationsRemote

ASTGL Knowledge

Search and cite ASTGL articles about MCP servers, local AI, and AI automation.

Other Integrations

ast-grep-mcp

MCP server that exposes ast-grep (sg) as two tools for structural code search.

Databases

Ast Grep MCP

An experimental [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that provides AI assistants with powerful structural code

Developer ToolsPython

ast-impact-mapper-mcp

"Stop boiling the ocean. Run only the tests that actually care about your changes." 🐸

Other Integrations

ast-mcp-server

ast-mcp-server gives coding agents compact, type-aware access to TypeScript and JavaScript projects. It uses the real compiler project model through ts-morph, so declarations, references, rename…

Developer Tools

AST MCP Server

An MCP (Model Context Protocol) server that provides code structure and semantic analysis capabilities through Abstract Syntax Trees (AST) and Abstract Semantic Graphs (ASG).

Other Integrations

ASTM LIS Analyzer Receiver

MCP server that receives results from clinical/lab analyzers over ASTM E1381/E1394 (CLSI LIS1/LIS2).

Healthcare & Life Sciences

ast-outline-mcp

An MCP (Model Context Protocol) server for ast-outline — a tree-sitter-based CLI that lets AI coding agents pull exactly what they need from a codebase: structural outlines, module digests, symbol…

Developer Tools

Astracipher

AstraCipher Protocol — Cryptographic Identity & Trust for AI Agents (Open Source BSL-1.1)

Developer ToolsGo

Astra DB

Astra DB tools for agents: schema, find, vector search, guarded writes, and interactive views.

AI & ML ServicesRemote

Astra Db MCP

A Model Context Protocol (MCP) server for interacting with Astra DB. MCP extends the capabilities of Large Language Models (LLMs) by allowing them to

AI & ML ServicesGo

AstraEye Labs

Read your AstraEye research reports and talk with SAGE about U.S. stocks and crypto.

Other IntegrationsRemote

Astral

Precision-audited astrology MCP: natal charts, transits, synastry, moon phases. No API key.

Developer Tools

Astraluno

Birth charts, Big Three and sky events with explicit uncertainty. Free; birth data never stored.

Other IntegrationsRemote

AstraNL

Dutch construction facts with measured accuracy + NL coordination. Never holds third-party funds.

Other IntegrationsRemote

AstraNL Crossing

Look before work, claim it, check a spend, mark the outcome. For agents sharing tasks. No key.

Other IntegrationsRemote

AstraNL Dutch counterparty check

Check a Dutch supplier before you pay: KvK register, name match, VIES VAT, EU sanctions. No key.

Other IntegrationsRemote

AstraNL local proof NL

Verify a place in the Netherlands: a verified local hand checks it, you get a sealed receipt.

Other IntegrationsRemote