MCP Servers Directory — Page 701

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 701 of 910

Schema Change Gate

Replay supplied records against old and new bounded JSON Schema draft-07 contracts. Receive exact...

Other IntegrationsRemote

Schema-compatibility-mcp

Compare local JSON schema shape fingerprints without returning property names, values, paths, or...

Other Integrations

Schemacrawler-ai

Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast

Databases

Schemaflow

Real-time PostgreSQL schema access for AI-IDEs via Model Context Protocol (MCP)

DatabasesGo

Schemagate

Your text-to-SQL agent picks which tables to show the model before anyone checks what the caller is allowed to read. schemagate does the check first: it filters the schema by the caller's grants, so…

Databases

Schema-gen

Generate Schema.org JSON-LD markup for 12 types including Person, Product, and FAQ.

Other Integrations

Schemaguard

API Schema Drift Monitor — detect breaking changes in OpenAPI specs

Developer Tools

Schema Search

An MCP Server for Natural Language Search over RDBMS Schemas. Find exact tables you need, with all their relationships mapped out, in milliseconds.

DatabasesPython

Schema-sieve-mcp

Local JSON Schema structure inspection and privacy-safe fixture planning. Tools include inspect...

Other Integrations

SchemaSure — structured extraction

Extract schema-valid JSON from text/HTML or document images. Pay per call via x402 V2.

Other Integrations

Schematic

Manage companies, plans, features, and billing through SchematicHQ

Payments & Commerce

Schematica

Some tools work without authentication. Write tools require a `token` parameter — generate an API key from your project settings.

Developer ToolsGo

Schema-validate

MCP server (stdio): validate JSON against JSON Schema (draft-07 / 2020-12) via the AgentForge API

Other IntegrationsRemote

Schemity

A local database MCP server built into Schemity, database design software for software engineers. Your AI agent reads the schema of your live PostgreSQL, MySQL, MariaDB, SQL Server, or SQLite…

Databases

Schengen 90/180 Calculator

Schengen 90/180 rolling-window calculator MCP server: stay math, trip checks, rule explainer.

Math & CalculationsRemote

Schengen Counter

Schengen 90/180-day calculator, earliest re-entry date and ETIAS check. Stateless, no data stored.

Math & CalculationsRemote

Scherlok

Zero-config data-quality monitoring: profile a warehouse, detect anomalies, gate CI.

Monitoring & Observability

Schiphol Herrie

Aircraft noise over the Netherlands: what flies over you and how loud, and report a noisy flight

Other IntegrationsRemote

SCHISM Model Setup MCP Server

SCHISM model configuration debugging, parameter lookup, and validation

Developer Tools

Schitterhof CAMPING WEISS

Availability, prices and voice-ready reservation for the event campsite at the Red Bull Ring.

Other IntegrationsRemote

Scholar

Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) with PDF vision.

Research & Scientific ComputingPython

Scholar Feed

600,000+ CS/AI/ML papers in your AI assistant: search, novelty scores, citations, daily watches.

Developer Tools

ScholarFetch

Multi-engine scholarly search MCP server with hosted Streamable HTTP endpoint.

Research & Scientific ComputingGo

scholar-mcp

High-speed Scientific Literature Semantic Compiler & FastMCP Server Powered by arXiv, OpenAlex, DuckDB HTTP range queries, and TypeSafe Jev System One.

Research & Scientific Computing

Scholar MCP

Federated academic search, citation traversal, persistent PDF download, and temporary reading.

Research & Scientific Computing

Scholar MCP

FastMCP server for scholarly papers, patents, books and standards with docling PDF conversion

Research & Scientific Computing

ScholarNet — Study Plan & Thesis Tools

Free AI study tools: generate a personalized study plan or essay thesis statements.

Other IntegrationsRemote

Scholarplot Ai Scientific Figure Generator

🌐 Official Website: https://figure.thirdme.com

Other IntegrationsRemote

Scholar RAG MCP

Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

AI & ML Services

Scholar Search

An MCP server for academic literature workflows in Claude, Cursor, and other MCP clients.

Research & Scientific Computing

Scholar Sidekick MCP

MCP server that catches AI-fabricated citations: verifies a claimed title against the real record at its DOI or PMID (the Topaz et al. Lancet 2026

Developer ToolsRemoteTypeScript

Scholium Live Needle

GET a public URL now and report whether an exact needle is still in the body.

Other IntegrationsRemote

School Database MCP Server

A Model Context Protocol (MCP) server for managing a mock school database with automated behavior tracking and alert system.

Databases

School MCP

A Model Context Protocol (MCP) server for academic tools, integrating with Canvas and Gradescope platforms.

Design & Creative ToolsPython

Schoolpass-mcp

SchoolPass for Claude — students, arrival/dismissal calendar, pickup changes, and school info

Productivity & Project Management

SchoolScope

California school data for AI agents — scores, profiles, comparisons, feeder paths, UC pipelines.

Other IntegrationsRemote

Schrodingers Boolean

schrodingers-boolean MCP — wraps StupidAPIs (keyless — no credential needed)

Other IntegrationsRemote

Schwab

Multi-tenant FastMCP server for Charles Schwab brokerage data, monetized via DPYC Tollbooth

Finance & Market DataRemotePython

schwab-mcp

The Schwab Model Context Protocol (MCP) Server connects your Schwab account to LLM-based applications (like Claude Desktop or other MCP clients), allowing them to retrieve market data, check account…

Finance & Market Data

Schwab MCP Server

A Model Context Protocol (MCP) server that enables AI assistants like Claude to securely interact with Charles Schwab accounts and market data through the official Schwab API.

Finance & Market DataRemote

Science

Science MCP — free science data APIs

Other IntegrationsRemote

Science AI Journal MCP Server

Academic peer-review, research-gap finding, journal recommender, and article writer tools.

Research & Scientific Computing

Sciencebase

USGS ScienceBase catalog MCP.

Other IntegrationsRemote

ScienceNews Magazine Articles — buy per-query in-session (scinewsmag)

Science News magazine journalism feed. $0.01/query. Register in-session - free testnet funds.

Payments & CommerceRemote

Science News Tracker — latest research & discovery headlines (scinews)

Latest science news: research & discoveries. $0.01/query. Register in-session — free testnet funds.

News & EventsRemote

Scienceon-mcp

KISTI ScienceON OpenAPI literature search & metadata collection (MCP server + CLI)

Developer Tools

ScienceToStartup Buildability Oracle

Signed Buildability Oracle for AI-for-science papers. ed25519 receipts, Wave proofs, divergence.

Other IntegrationsRemote

Scienter

Crypto forensics with sources: deployer records, OFAC matches, exchange and bridge attribution.

Other IntegrationsRemote

Scientifically Validated Speech Vitality Index

Advanced MCP Server with AI-powered Limitless API features: natural time queries, meeting detection, action item extraction, daily summaries, and

Analytics & ReportingTypeScript

Scientific Computation MCP

Open Claude Desktop's configuration file (claude_desktop_config.json) and add the following:

Developer ToolsPython

Scientific Fraud Detection

View on ApifyForge | Use on Apify Store

Other IntegrationsRemote

Scientific Math Calculator MCP

Safe scientific calculator MCP for numeric expressions

Math & CalculationsRemote

Scientific Microservices

Valid and reliable data engineering and statistical analysis without hallucinations.

Data Engineering & ETLRemote

scientific-papers-mcp

A comprehensive Model Context Protocol (MCP) server that provides LLMs with real-time access to scientific papers from 6 major academic sources: arXiv, OpenAlex, PMC (PubMed Central), Europe PMC…

Research & Scientific Computing

Scientific Papers MCP

MCP Server for Scientific Paper Harvesting from arXiv and OpenAlex

Research & Scientific ComputingTypeScript

Scientific-Research-Oracle

Scientific literature analyzer and clinical search aggregator.

Healthcare & Life SciencesRemote

Sci Hub

🔍 Enable AI assistants to search, access, and analyze academic papers through Sci-Hub using a simple MCP interface.

Research & Scientific ComputingPython

Scipilot

Natural language interface for scientific command-line tools via Model Context Protocol (MCP).

Developer Tools

Sciple Platform

Sciple platform MCP: services, dashboards, runbooks, tickets, environments, AWS cloud inventory.

Cloud & DevOps

Scite

Ground answers in scientific literature. Search full text, evaluate trust, access full-text articles

Other IntegrationsRemote