Browse MCP Servers — MCP Sentinel

Academic Author Network

Aggregates academic data from Semantic Scholar, OpenAlex, Crossref, and Google Scholar to discover research collaborators with collaboration frequency counts and extract research keywords from scholar profiles for academic network analysis and collaboration mapping.

GitHubfilesystem2

Academic Commercialization Pipeline

by Ryan-Clinton

Track research breakthroughs, patent-publication crossover, and funding flows for commercializati...

api-integration

Academic Institution Talent

by Ryan-Clinton

Discover research hotspots, profile labs, assess commercialization readiness, and generate tech s...

api-integration

Academic Paper Analyzer

Analyzes academic papers with PDF text extraction, mathematical notation explanation, document structure analysis, content summarization, code generation from algorithms, and data visualization for efficient research and experimental reproduction.

GitHubdev-tools11

Academic Paper Search

Search academic papers across Semantic Scholar, arXiv, CORE, and PubMed.

GitHubsearch

academic-search-mcp-server

by afrise

Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref.

GitHubPythonai-ml108

accessflow-mcp-server

by sharon_mi

AccessFlow MCP Server for accessibility issue remediation

npmTypeScript

Accessibility Bridge

Exposes browser accessibility trees via Chrome DevTools Protocol for generating test selectors across Playwright, Selenium, Cypress, and WebdriverIO.

GitHubfilesystem8

@accesslint/mcp

by GitHub Actions

MCP server for accessible agentic coding — WCAG audit tools for AI coding agents

npmTypeScriptdev-tools

accio-servicemeow

by beauchompers

Accio ServiceMeow - My playful take on a ticket management app, that includes a built in MCP server to allow LLMs to interact with it.

GitHubTypeScriptai-ml

Accounting Practice

Streamline client management, compliance deadlines, and core bookkeeping for your firm. Automate bank reconciliation, payroll, sales tax, and tax estimates while optimizing deductions. Sync with QuickBooks to keep records current.

ai-ml