MCP Servers Directory — Page 180

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

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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

54,594 published · page 180 of 910

Context Awesome

MCP server for accessing curated awesome list documentation

Knowledge & MemoryRemoteGo

Contextbase

TypeScript SDK for interacting with the ContextBase MCP API.

Developer ToolsTypeScript

Context Book

Stop re-explaining yourself to Agents. Give it the right context, right when it needs it.

Developer ToolsTypeScript

Context-bridge

Context portability MCP server for compressing, formatting, and resuming AI conversation handoffs.

Other Integrations

ContextBridge

MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.

AI & ML ServicesPython

Contextburn

Run efficiency for coding agents: share of paid tokens that became output, not context re-reading.

Developer Tools

Context-cloud

Persistent AI memory with shared team workspaces, typed knowledge chunks, and cross-tool support.

Other IntegrationsRemote

Context Continuation MCP Server

An MCP (Model Context Protocol) server that provides intelligent context management for AI development sessions. Never lose context when hitting token limits again!

Other Integrations

Context Crumb

LLM context gets messy fast: notes, logs, issue threads, docs, research dumps, and tool descriptions all pile up until the useful signal is buried

CommunicationRemotePython

Context — ctxt.io

Share text, markdown, code, or HTML as auto-expiring links

Other IntegrationsRemote

Contextd

ContextD helps AI coding assistants remember what works, learn from mistakes, and maintain context across sessions. It's designed for developers who

Knowledge & MemoryGo

ContextDB Customer Memory

Customer memory with recall, confirmation, forgetting, and pre-action evidence checks.

Other IntegrationsRemote

ContextDB Memory

Local-first durable AI memory with policy-bound recall and a typed project graph.

Developer Tools

Context Distill

A Go tool that **distills command output and retrieves code context** before it reaches a paid LLM. Available as a **Skill** (recommended), a

Developer ToolsGo

Context-doctor

Cut your Claude Code bill, measured on your own sessions. Profile and slim any LLM conversation.

Other Integrations

Context Engine

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

CommunicationPython

Contexter

Share one project context across ChatGPT, Claude, Telegram and any MCP client.

CommunicationRemote

Context Fabric

Context sync layer for AI agents. Ensures continuity and eliminates memory drift automatically.

Other Integrations

Context Fabric

<strong>Production-ready corpus analysis for the age of AI</strong>

Developer ToolsPython

Context-firewall

Local MCP proxy: collapses N servers' tools into 4 meta-tools and compresses large tool outputs.

Other Integrations

Context-first-mcp

37-tool MCP server: context health, memory, reasoning, truthfulness & research pipeline.

Other Integrations

Contextflo

Query your warehouse or a CSV with Claude/ChatGPT over MCP, governed by table-level ACL + audit.

Other IntegrationsRemote

Contextforge

Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.

Developer ToolsGo

Contextful

CLI-first context engine for agentic AI: local code search, evidence packs, MCP runtime context, and memory for Claude Code, Codex, Cursor, Windsurf

Knowledge & Memory

Contextium-io

Your team's knowledge, always in context. SOPs, coding standards, and workflows for Claude.

Other Integrations

Contextkeeper

Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini, and any LLM.

Other Integrations

Contextkeeper MCP

ContextKeeper revolutionizes AI-assisted development by solving the fundamental problem of context loss between sessions. Using an LSM-tree inspired

Developer ToolsTypeScript

Context Keeper (Remote)

Self-hosted Cloudflare Worker remote backend for context-keeper (D1, streamable-HTTP).

Cloud & DevOps

Contextlattice

ContextLattice is the local-first control plane for long-horizon agent memory, coordination, and behavioral provenance.

Knowledge & MemoryRemotePython

ContextLayer

Intelligent context infrastructure for AI teams: knowledge graph, sessions, tasks, documents.

Cloud & DevOpsRemote

Contextlayer-mcp

Personal context management for AI assistants

Other Integrations

Context Lens

Context Lens transforms any content into a **searchable knowledge base** for your AI assistant. This self-contained Model Context Protocol (MCP)

DatabasesPython

Context Lens

Context Lens transforms any content into a searchable knowledge base for your AI assistant. This self-contained Model Context Protocol (MCP) server with built-in serverless vector storage (LanceDB)…

Cloud & DevOps

ContextLib

A project's long-term memory as plain Markdown files, with an append-only, tamper-evident log.

Knowledge & Memory

Context Link

One semantic search across your sites, Drive, Notion, email, files and Basecamp.

CommunicationRemote

Contextli Voice Notes

Search, browse and read your Contextli voice notes and transcriptions from any MCP client.

AI & ML ServicesRemote

Context-mcp

Situational awareness — holidays, business hours, and platform status for timing-sensitive actions.

Other Integrations

Context Mem

Memory + context infrastructure for AI agents. LLM Wiki auto-sync, 15 content-aware summarizers, hybrid search (BM25 + vector + optional LLM judge)

Knowledge & MemoryPython

Context Mode

Every MCP tool call dumps raw data into your context window. A Playwright snapshot costs 56 KB. Twenty GitHub issues cost 59 KB. One access log — 45 KB. After 30 minutes, 40% of your context is…

Browser Automation

ContextOS — Powered Exoskeleton for AI Coding

Context exoskeleton for AI development: reduce token usage and context occupancy.

Other Integrations

ContextOverflow

Describe what's going wrong with your AI; get the named technique both of you can read. No auth.

Other IntegrationsRemote

Context-oversharing-auditor

OWASP MCP10 context oversharing: session dumps, unscoped memory, shared context, prompt leaks

Developer Tools

Context Pipe

`context-pipe` is a high-performance orchestration layer directly inspired by Unix terminal piping — the same philosophy that made `cmd1 | cmd2 |

AI & ML ServicesPython

Context-pod

Persistent context for AI agents built fromlearned vectors with certainty scores.

Other IntegrationsRemote

context-portal

A database-backed Model Context Protocol (MCP) server for managing structured project context, designed to be used by AI assistants and developer tools within IDEs and other interfaces.

Databases

Context Portal

A database-backed Model Context Protocol (MCP) server for managing structured project context, designed to be used by AI assistants and developer

DatabasesPython

Context-proxy

MCP proxy that lazy-loads tool schemas to cut context token overhead by 6-7x

Other Integrations

ContextPull

Exact document sections on demand for LLM agents: index in context, search, read, grep, neighbours.

Other Integrations

contextpulse

Developer Preview (v0.1-alpha). ContextPulse is under active development. APIs and configuration may change between releases. Report issues.

AI & ML ServicesRemote

Contextpulse

Screen capture, voice dictation, clipboard, keyboard/mouse activity. All local, all private.

AI & ML ServicesPython

Contextq-mcp

Persistent memory, hybrid search and a goal graph for AI agents, over stdio or remote HTTP.

Knowledge & MemoryRemote

Context Relay

Compact, citation-verifiable public web context for AI agents, paid per use with x402.

Other IntegrationsRemote

Context Repo Mcp Server

Source profile for Context Repo Mcp Server. Its purpose and connection details need verification against the maintainer’s documentation.

Other IntegrationsRemote

Context Rot Detection

MCP service that gives AI agents self-awareness about their cognitive state.

Other Integrations

Context Scraper

一个基于 [Crawl4AI](https://github.com/unclecode/crawl4ai) 的 Model Context Protocol (MCP) 服务器,为 Amazon Q Developer 和其他 AI 工具提供强大的网页爬取、学术搜索和智能研究功能。

Developer ToolsPython

ContextStream

Persistent memory and cross-session learning for AI coding assistants. Cloud-based context management via MCP.

Knowledge & MemoryRemoteTypeScript

ContextStream

Persistent memory and cross-session learning for AI coding assistants (hosted remote MCP).

Knowledge & MemoryRemote

ContextStream MCP Server

Project memory, semantic code search, and grounded agent context.

Code Search & IntelligenceRemote

Context Studios MCP

AI agency API: free tools for glossary, comparisons, blog, guides, estimates and consulting

Other IntegrationsRemote

Contextual

Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.

Developer Tools