MCP Servers Directory — Page 643

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 643 of 910

Project Context

Safely manage repository-scoped issues across Linear, GitHub Issues, and Jira Cloud.

Productivity & Project Management

Project Context Connector

Give Claude complete understanding of your software project.

Developer Tools

Project Desk

Agent-updated work tracker for builders directing AI across multiple projects.

Other IntegrationsRemote

Project Fingerprint

Personal context and preferences for AI via OAuth-approved profile sections and taste data.

Other IntegrationsRemote

Projectflow

A workflow management system for AI-assisted development, similar to Jira or Azure DevOps. Supports both API-driven interactions and Model Context

Productivity & Project ManagementGo

Project Gumball

One MCP server exposing every tool in the Gumball portfolio.

Finance & Market DataRemote

Project Gutenberg MCP

Read Project Gutenberg books via MCP. Search, fetch metadata, and retrieve text in passages.

Other Integrations

Project Handoffs

MCP server for managing AI session handoffs and next steps

Developer ToolsTypeScript

Project Hub

MCP server for managing software projects, providing tools for project tracking, note-taking, and GitHub integration

Developer ToolsTypeScript

Project-human

9 humanity skills for AI agents — crisis detection, WCAG 2.2, empathy, cultural sensitivity

Accessibility & Interface Audits

Project Intake Identifier

Prepare project context from an intake note

Other IntegrationsRemote

Project Intake Identifier

Prepare project context from an intake note.

Other IntegrationsRemote

Project Intake Identifier

Prepare project context from an intake note.

Other IntegrationsRemote

Project-little-weirdo

Deterministic public-web change observation with evidence-bound commercial interpretation.

Other IntegrationsRemote

Project-lore

A local-first MCP server that routes development tasks to authoritative project documentation.

Other Integrations

Project Management AI Analysis

AI-powered project analysis with risk identification, forecasting, and mitigation generation

Productivity & Project Management

Project MCP Server

An MCP server implementation that provides tools for managing project knowledge graphs, enabling structured representation of projects, tasks, milestones, resources, and team members. This server…

Knowledge & Memory

Projectmem

Local-first memory + judgment layer for AI coding agents — warns before repeating failed fixes.

Developer ToolsPython

Project Memory

Local decisions, evidence, outcomes and reviewed lessons with bounded retrieval and an HTML viewer.

Other Integrations

Project Memory MCP

An MCP server and Claude Code plugin for persistent project memory. Allows AI agents to maintain knowledge about projects between conversations via MEMORY.md files.

Other Integrations

Projectmind

Persistent project memory for AI coding agents: one compact digest instead of re-reading the repo.

Developer ToolsPython

Project Noosphere

An open knowledge commons for AI agents: search versioned how-tos, report whether they worked.

Other IntegrationsRemote

Project NOVA 🚀

A multi-agent AI architecture that connects 25+ specialized agents through n8n and MCP servers. Project NOVA routes requests to domain-specific

Workflow AutomationGo

Project Opener MCP Server

This MCP server provides tools for interacting with project files from Claude Desktop.

Other Integrations

Projectory

Find UAE off-plan developments and registered residential sales.

Other IntegrationsRemote

Project Overview

Use MCP servers with OpenAI Agents

AI & ML ServicesPython

Project Paced

Plan, preview and edit timelines. Permanent Free tier; paid reporting and enterprise tools.

Other IntegrationsRemote

Project Parva

Read-only Nepali date, calendar, festival, Panchanga, and temporal verification tools.

Productivity & Project Management

Project (Proof Of Concept)

A Proof of Concept for a MCP Server that lets LLM connect with BayernCloud Tourismus

AI & ML ServicesTypeScript

ProjectPulse MCP

Monitor GitHub repo health, DORA metrics and CI signals from your AI assistant.

Developer Tools

Project Room

Persistent rooms where people and agents talk, claim work on a shared board, and leave receipts. Apache-2.0. Self-hostable.

Developer ToolsRemote

Projects

Task tracking built for coding agents. Work is leased, so two agents never take the same SubTask.

Developer ToolsRemote

Project Sairen - Agentic Execution Node

Zero-UI machine execution node & microservices for AI agents.

Other IntegrationsRemote

Project Scope

Project Scope moves beyond simple file reading to provide semantic analysis, AST-based refactoring, Git integration, and defense-in-depth security validation. It allows Large Language Models (LLMs)…

Developer Tools

ProjectSend

Share files with your clients from your AI assistant. Free and paid ProjectSend Cloud accounts.

Other IntegrationsRemote

Projectstate

Per-project memory for AI agents: decisions, attempts, tasks, ranked recall. Paid per call via x402.

Other IntegrationsRemote

Project Status

Read-only project readiness, dependency, evidence, and bounded local activity views.

Other Integrations

Project-substitute-arena

AI agents replace the CEO of Toys R Us (2006-2017). 17 decisions, 44 quarters. Free entry.

Other IntegrationsRemote

Project Synapse MCP

Project Synapse is an MCP (Model Context Protocol) server that combines a Neo4j 2026.x graph database with an Obsidian Markdown wiki to create a

DatabasesPython

ProjectThunder

ERP and B2B ecommerce rollout research: ERP fit, migration plans, site scans, ERP partner directory.

Payments & CommerceRemote

Projet Ariane — Orientation

Orientation en France : métiers, formations, Parcoursup, écoles, aides, offres. Sources officielles.

Other IntegrationsRemote

ProjGraph

Analyze .NET solutions: Generate Mermaid graphs, ERDs, class diagrams, and project metrics.

Monitoring & Observability

Projscan

Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcomes. Local.

Other Integrations

Projuris ADV

Wrapper for the official Projuris ADV REST API (legal practice management): cases, people (clients/p

Legal & ComplianceRemote

Proletariat-cli

Agent orchestration platform - multi-agent spawning, tickets, boards, and workflows

AI Agents & Orchestration

Prolifik

Create AI UGC content, generate/clone media, clip video, and publish to social accounts.

Other IntegrationsRemote

Prolog Reasoner

SWI-Prolog as a "logic calculator" for LLMs — available as an MCP server and a Python library. Eliminate the black box from LLM logical reasoning.

AI & ML ServicesPython

Pro.makeup

Search 214K+ certified makeup pros worldwide: artists, salons, schools, shops, brands.

Other IntegrationsRemote

PROME Care Core

Check actions against fixed values using supplied numeric facts. Never authorizes or executes.

Other IntegrationsRemote

Prometeo

A MCP Server for Prometeo API

Developer ToolsPython

Prometheus

A Prometheus Model Context Protocol Server.

Monitoring & ObservabilityGo

Prometheus

Prometheus MCP Server

Monitoring & ObservabilityGo

Prometheus

# prometheus-mcp-server ![Prometheus MCP Server](images/prometheus-mcp-server.jpg) A Model Context Protocol (MCP) server for interacting with

Monitoring & ObservabilityTypeScript

Prometheus

MCP server for LLMs to interact with Prometheus

Monitoring & Observability

prometheus-mcp

Proof-of-concept Prometheus MCP server.

Monitoring & Observability

Prometheus-mcp

Prometheus MCP — query metrics, inspect alerts, and explore scrape targets (read-only).

Monitoring & Observability

Prometheus MCP

Knowledge Network for AI Agents and creators: Search, rate, and review programming guides via MCP

Monitoring & ObservabilityRemote

prometheus-mcp-server

A Model Context Protocol (MCP) server for retrieving data from Prometheus databases. This MCP server enables Large Language Models (LLMs) to invoke tool functions that retrieve and analyze vast…

Monitoring & Observability

Prometheus MCP Server

Give AI assistants the power to query your Prometheus metrics.

Monitoring & Observability

Prometheus MCP 服务器

一个简化版的Prometheus MCP服务器,用于收集和暴露MCP服务器的指标

Monitoring & ObservabilityGo