MCP Servers Directory — Page 334

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

54,594 published · page 334 of 910

GrantIQ

GrantIQ is a hosted Model Context Protocol server that lets ChatGPT, Claude, and any MCP-capable assistant find the UK & EU grants your organisation is actually eligible for — checking eligibility…

Other IntegrationsRemote

GrantOps AI

Grant readiness and application checklist generator for schools/PTAs/nonprofits.

Other IntegrationsRemote

Grantor-mcp

Wrap any MCP server with enforced, bounded, revocable permissions — grant, narrow, check, revoke.

Other Integrations

GrantScout

Search open and upcoming US federal grant opportunities on Grants.gov and get full grant details.

Other IntegrationsRemote

Grant Search

Search U.S. federal grants and EU funding topics; monitor changes and download snapshots.

Other IntegrationsRemote

Grants Gov

Grants.gov MCP — open federal grant opportunities (free, no auth)

Other IntegrationsRemote

Grantsgov-mcp-server

Search Grants.gov funding opportunities and read full records: eligibility, awards, deadlines.

Developer ToolsRemote

GrantSonar

Search verified-open US grants (federal, state, foundation). Read-only MCP for AI agents.

Other IntegrationsRemote

GrapeCity GcExcel

GrapeCity Software MCP for GcExcel docs, examples, and product assistance.

Documentation & API ReferencesRemote

GrapeCity SpreadJS

GrapeCity Software MCP for SpreadJS docs, examples, and product assistance.

Documentation & API ReferencesRemote

Graph

MCP server for querying Polymarket data via The Graph subgraphs

Finance & Market DataGo

Graph

AAVE V2/V3 lending & governance MCP — 7 chains via The Graph subgraphs

Developer ToolsRemote

Graph-atlas-mcp

Tracks documented and undocumented Microsoft Graph API schema changes, with an MCP Apps visualiser

Other Integrations

GraphChinese: Chinese dictionary and grammar

Chinese dictionary (124k entries), HSK levels, text segmentation and 195 grammar points.

Other IntegrationsRemote

GraphDB MCP Server

A Model Context Protocol (MCP) server implementation that provides database interaction and allows graph exploration capabilities through GraphDB. This server enables running SPARQL graph queries.

Databases

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grapheme cluster charset, value discarded

Other IntegrationsRemote

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grapheme-cluster count, text discarded

Other IntegrationsRemote

Grapheme-cluster run, text discarded

grapheme-cluster run, text discarded

Other IntegrationsRemote

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Other IntegrationsRemote

Graphify

Search indexed code, trace dependencies, assess change impact, and recall repository memory.

Other IntegrationsRemote

Graphify Ts

Stop AI coding agents from rediscovering large TypeScript/Node repos. Madar compiles task-aware local context packs from what runs for this task.

Developer ToolsRemoteTypeScript

Graphistry

Graphistry MCP server - GPU-accelerated graph visualization for MCP clients

Developer ToolsPython

Graphiti

Graphiti is a framework for building and querying temporally-aware knowledge graphs, specifically tailored for AI agents operating in dynamic

Knowledge & MemoryPython

Graphiti Authless

This example allows you to deploy a remote MCP server that doesn't require authentication on Cloudflare Workers.

Cloud & DevOpsGo

Graphiti Local

Local-first temporal knowledge graph with six read-only MCP tools and human-reviewed writes.

Knowledge & Memory

Graphiti MCP Server 🧠

🌟 A powerful knowledge graph server for AI agents, built with Neo4j and integrated with Model Context Protocol (MCP).

Databases

Graphkeeper

A local-only CLI that mines your git log for which files actually change together, then hands an AI coding agent a queryable answer instead of a grep across the whole history.

Knowledge & Memory

Graphlens

Semantic code graph MCP server for coding agents

Developer ToolsPython

Graphlit

Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable Graphlit project.

Communication

GraphMake

Turn data into infographics (PNG/SVG): 90+ templates, or KPI cards, charts, timelines and maps.

Other IntegrationsRemote

Graph MCP

MCP server for Microsoft Teams, Outlook Calendar, Mail, and OneDrive via Microsoft Graph

CommunicationRemotePython

Graphmem

Shared local memory for coding agents: SQLite, semantic recall, linked entities, code navigation.

Databases

Graph Mem

GraphMem is a Ruby on Rails application implementing a Model Context Protocol (MCP) server for graph-based memory management. It enables AI

DatabasesGo

Graph-Mem

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

Knowledge & Memory

GraphMemory

AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server

Developer ToolsPython

Graph-MIND

Local-first memory for Claude Code, Codex and Claude Desktop, kept verbatim on your own PC.

Other Integrations

GraphOS MCP Server

Search Apollo docs, specs, and best practices

Documentation & API ReferencesRemote

Graph Paper

Check a plot document and get a link that opens it in Graph Paper. No account, no key.

Other IntegrationsRemote

GraphPilot

Structural memory for coding agents: callers, callees, blast radius and symbols over MCP.

Developer ToolsPython

Graphql

GraphQL IDE for better development workflows (GraphQL Subscriptions, interactive docs & collaboration).

Developer ToolsRemote

Graphql

The official, runtime independent Language Service for GraphQL

Developer ToolsTypeScript

Graphql

Turn any GraphQL API into MCP tools — zero config, zero code.

Other Integrations

GraphQL

Provides a GraphQL API for querying and manipulating Mission Control Platform (MCP) data.

Developer Tools

Graphql-dos-shield

Cloudflare Workers MCP server: graphql-dos-shield

Cloud & DevOpsRemote

Graphql MCP Toolkit

MCP server for connecting to GraphQL servers

Developer Tools

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GraphQL operation count, query discarded

Other IntegrationsRemote

Graphql-rest-bridge

Cloudflare Workers MCP server: graphql-rest-bridge

Cloud & DevOpsRemote

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GraphQL SDL definition count, body discarded

Other IntegrationsRemote

Graphrag MCP

A Model Context Protocol server for querying a hybrid graph and vector database system, combining Neo4j (graph database) and Qdrant (vector database)

DatabasesPython

Graphy

Compile any codebase into a walkable graph and serve it over MCP. No model decides an edge.

Other Integrations

Graqle

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

Developer ToolsRemotePython

Grasp

🌐 Browser App  ·  📦 MCP Server  ·  🐛 Report Bug  ·  ✨ Request Feature  ·  🔒 Privacy

Browser AutomationRemotePython

Graunt

Find agent-ready data packets and check their rights, provenance and hashes before you use them.

Other IntegrationsRemote

Gravatar

Gravatar's official MCP Server

Developer ToolsTypeScript

Graviti

The deterministic scoring engine behind Graviti — trust infrastructure for agent-mediated commerce, built by Singulariti. This repository exists so the site's central claim ("scoring is open to…

Payments & CommerceRemote

Gravitino

MCP server providing Gravitino APIs - A FastMCP integration for Apache Gravitino services.

Developer ToolsPython

Gravity AI UI

Search public Gravity AI UI drafts and generate Gravity UI interface payloads.

Other IntegrationsRemote

Gravity-swarm

Agent reputation network — compute tasks, submit proofs, earn ELO via Nostr MCP

Other Integrations

Graylog MCP Server

Query logs from Graylog: get streams, search messages, aggregate, and get full data.

Other Integrations

GrayMatter

Secure durable memory and bounded context for AI agents, with hosted OAuth and local Lite support.

Other IntegrationsRemote