Research & Scientific Computing MCP Servers

317 published MCP servers in this category · page 1 of 6 · all categories

Research MCP servers connect assistants to scholarly literature, scientific datasets and specialist computing tools. They can help locate a paper, retrieve a citation or work with a supported analysis service. Literature discovery and running a scientific computation are separate capabilities.

Keep results tied to their sources

Check identifiers, publication details and access to the underlying paper or dataset. For computational tools, compare supported formats and reproducible inputs. Use the returned evidence to assess a result rather than assuming that a search summary contains the full method or findings.

Browse the servers below for available tools, connection options and links to the maintainer’s documentation. A server can belong to several categories when it supports several kinds of work.

PostgreSQL

Inspect PostgreSQL schemas and run read-only queries with the archived MCP reference server. Review its maintenance status before choosing it.

DatabasesTypeScript★ 63.0k

Firecrawl

Official

Use Firecrawl MCP to retrieve website content and extract information for research through Firecrawl’s API-backed web tools.

Search & Web ScrapingTypeScript★ 4.6k

IACR Cryptology EPrint Archive

Enables programmatic access to the IACR Cryptology ePrint Archive for efficient retrieval of cryptographic research papers.

Knowledge & Memory★ 2

Student

Manage educational context based on courses, assignments, and exams using a knowledge graph.

Knowledge & Memory★ 1

Academia MCP

MCP server with tools to search, fetch, analyze, and report on scientific papers and datasets.

Search & Web ScrapingPython

Academic

Scholarly search: OpenAlex, Crossref, arXiv, OpenCitations and PubMed in one endpoint.

Research & Scientific ComputingRemote

Academic Commercialization Pipeline

View on ApifyForge | Use on Apify Store

Research & Scientific ComputingRemote

Academic Evidence Pack

Signed citation-integrity reports + retraction-checked evidence packs, paid per call via x402/USDC.

Research & Scientific ComputingRemote

Academic Research Intelligence MCP

Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.

Research & Scientific Computing

Academic Research Kernel

Deterministic research state, evidence validation and statistical recomputation.

Research & Scientific Computing

Academic-research-mcp

Scholarly search: OpenAlex, Crossref, arXiv, OpenCitations and PubMed in one endpoint.

Research & Scientific ComputingRemote

Academic-research-mcp-server

Search arXiv, Google Scholar, and Wikipedia for academic papers and knowledge

Research & Scientific Computing

Academic-research-mcp-server

ArXiv preprints + Google Scholar papers, with citation counts in one query.

Research & Scientific ComputingRemote

Academic Research Search

Academic research search across PubMed and arXiv

Research & Scientific ComputingRemote

Academic Search

A [Model Context Protocol (MCP)](https://www.anthropic.com/news/model-context-protocol) server that enables searching and retrieving academic paper

AI & ML ServicesPython

Adamamer20-paper-search-mcp-openai

Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…

AI & ML ServicesRemote

Agent

Hiring, SEC, research papers, GitHub & Hacker News as JSON for AI agents. Pay-per-result on Apify.

Developer ToolsRemote

Agentcite

Fabrication-free, DOI-backed citations for AI agents — real openAlex sources, never hallucinated.

Research & Scientific Computing

Agentic Target Evidence

Read-only biomedical evidence tools for drug-target validation: DepMap, gnomAD, OpenTargets, PubMed…

Healthcare & Life Sciences

AgingResearch.News

Search aging research papers, evidence, trials and grants; follow topics through Sign in with ARN.

News & EventsRemote

Agr Js

MCP server for Alliance of Genome Resources - access genomics data across model organisms

DatabasesGo

AIGC Radar MCP

AI-vertical index: arXiv papers, curated GitHub AI projects, daily rankings. Zero-setup, read-only.

Developer ToolsRemote

AI/ML Research Papers

AI/ML research papers from arXiv, DBLP, and HuggingFace

Knowledge & MemoryRemote

Aira

MCP server for Semantic Scholar research workflows with stdio and Streamable HTTP transports.

Research & Scientific ComputingRemote

Alex MCP

A **streamlined** Model Context Protocol (MCP) server for author disambiguation and academic research using the OpenAlex.org API. Specifically

Research & Scientific ComputingPython

All In MCP

A FastMCP-based Model Context Protocol (MCP) server providing academic paper search, web search, and PDF processing utilities. Features a modular

Search & Web ScrapingPython

anyfetch

Free and open source, from the makers of AliasMode.

Search & Web Scraping

APIFreaks MCP

The official Model Context Protocol (MCP) server for APIFreaks. Add it to Claude, Cursor, Windsurf, or any MCP-compatible client and your AI can query live weather, WHOIS, DNS, SSL, domain…

Networking & Diagnostics

Aria-mcp-server

Search 35M+ PubMed, 400K+ ClinicalTrials.gov & ISRCTN trials. Prompts included. No API key.

Research & Scientific Computing

Arquestra — Scientific Computing Orchestration

AI orchestration for computational chemistry and HPC workflows.

Research & Scientific ComputingRemote

Arxiv

arXiv MCP — preprint server search (free, no auth)

Knowledge & MemoryRemote

Arxiv

Search arXiv, fetch paper metadata, and read full-text content via MCP. STDIO or Streamable HTTP.

Knowledge & MemoryRemote

Arxiv

MCP server for arXiv.org - Search, analyze, and export academic papers with AI assistants. Features advanced paper discovery, citation analysis

Research & Scientific ComputingPython

ArXiv

ArXiv preprint search, paper metadata, daily category digest, author collaboration graph

Knowledge & MemoryRemote

ArXiv

A local MCP server for agent literature work. The differentiator is original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. The working loop is paper ID →…

Knowledge & Memory

ArXiv

An MCP server that enables interacting with the arXiv API using natural language

Knowledge & MemoryRemotePython

ArXiv

Search and analyze academic papers on arXiv.

Research & Scientific ComputingPython

Arxiv-digest-mcp

Queries ArXiv for AI/CS/math papers and returns structured abstracts, authors, PDF links, and BibT

Knowledge & MemoryRemote

ArXiv ID Shape

Check an arXiv id shape.

Knowledge & MemoryRemote

ArXiv id version shape, value discarded

arXiv id version shape, value discarded

Knowledge & MemoryRemote

Arxiv Latex MCP

An MCP server that enables [Claude Desktop](https://claude.ai/download), [Claude Code](https://docs.anthropic.com/en/docs/claude-code)

AI & ML ServicesPython

Arxiv-mcp

Search academic papers on arXiv by keyword, author, or title. No key required.

Research & Scientific Computing

Arxiv MCP

The ArXiv MCP Server provides a bridge between AI assistants and arXiv's research repository through the Message Control Protocol (MCP). It allows AI

Knowledge & MemoryPython

📚 arXiv MCP Server

Access the world's largest repository of academic papers through the Model Context Protocol

Research & Scientific Computing

ArXiv MCP Server

An implementation of the Model Context Protocol (MCP) server for interacting with the arXiv API. This server allows AI assistants to search for scientific papers, retrieve paper details, and…

Knowledge & Memory

Arxiv Paper MCP

This project is an MCP (Model Context Protocol) server built to interact with the vast arXiv.org paper database.

DatabasesPython

🧠 ArXiv Research Assistant

This project is an arXiv paper retrieval and search service implemented through a custom MCP (Multi-Capability Provider) framework. It provides a

Research & Scientific ComputingPython

Arxiv Search MCP

Once installed in your agent's environment, you can load it with the settings in [`sample_settings.json`](./sample_settings.json).

Knowledge & MemoryPython

arXiv Search MCP Server

A Model Context Protocol (MCP) server that enables natural language searching of arXiv academic papers. Built with Node.js and TypeScript for local execution.

Research & Scientific Computing

Arxivsub-mcp

Search arXiv and major AI/ML/CV/NLP/robotics conference papers and their related work.

Knowledge & Memory

ArXiv URI id shape, value discarded

arXiv URI id shape, value discarded

Knowledge & MemoryRemote

Ask Helena

Official answers about Helena Bioinformatics and its products, with citations to public sources.

Research & Scientific ComputingRemote

Astronomy

Astronomical catalog data and observing session planner. 13,000+ objects from OpenNGC.

Developer Tools

Astronomy-mcp-server

Offline observational astronomy: positions, rise/set, moon phases, eclipses, and seasons.

Research & Scientific ComputingRemote

Augmented

A comprehensive Model Context Protocol server for accessing UniProt protein database with 26 bioinformatics tools for protein research, comparative

DatabasesTypeScript

Becomer: LLM-agnostic persistent memory API. Store and recall memories across GPT, Claude, Gemini, o

Most memory solutions bolt on a vector store and call it done. BECOMER uses a proprietary retrieval engine benchmarked against LongMemEval, the standard academic benchmark for long-term…

Knowledge & Memory

Bibtex MCP

Multi-provider academic reference search with BibTeX generation. Searches arXiv, DBLP, Semantic Scholar, and OpenAlex concurrently.

Knowledge & MemoryRemotePython

Bio-Data Parser

Bioinformatics and genomic sequence parser for clinical research.

Data Processing & ConversionRemote

BioHarbor

Run real bioinformatics from your AI agent. Reliable, reproducible, on your own GPUs.

Research & Scientific Computing

bioinformatics-mcp-server

No API key required. 10 tools covering 6 data sources (NCBI Gene, ClinVar, Taxonomy, PubMed, Sequences, UniProt).

Research & Scientific Computing

More MCP server categories

Browser Automation (984)Databases (2205)Developer Tools (8565)Search & Web Scraping (1403)File Systems & Storage (598)Communication (2659)Productivity & Project Management (1883)AI & ML Services (1983)Cloud & DevOps (1735)Payments & Commerce (2501)Monitoring & Observability (1236)Knowledge & Memory (1603)Design & Creative Tools (327)Analytics & Reporting (965)CI/CD & Build Pipelines (67)Customer Support & Help Centers (74)Documentation & API References (937)Workflow Automation (124)Security & Identity (310)Finance & Market Data (1303)CRM & Sales (561)Social Media & Marketing (1525)Maps & Location (392)Media & Entertainment (908)Education & Learning (107)Healthcare & Life Sciences (243)Travel & Hospitality (391)Hardware & IoT (205)Blockchain & Web3 (1068)Data Processing & Conversion (626)Legal & Compliance (1194)Government & Public Data (825)Weather & Environment (712)Sports & Fitness (322)Real Estate & Property (383)Games & Game Development (242)Time & Date (400)Accessibility & Interface Audits (172)Content Management (155)Mobile Development (259)Human Resources & Recruiting (238)News & Events (577)SEO & Website Audits (560)Software Testing & QA (127)Git & Version Control (832)Code Execution & Sandboxes (112)Terminal & Desktop Automation (123)Email & Inbox Management (676)Calendars & Scheduling (456)Documents & PDFs (966)Spreadsheets (253)Presentations & Slides (93)Vector Search & RAG (358)AI Agents & Orchestration (329)Images & Visual Editing (315)Audio & Speech (254)Video Tools (781)Translation & Localization (160)Diagrams & Whiteboards (233)Data Engineering & ETL (51)Math & Calculations (400)Networking & Diagnostics (247)Food & Recipes (286)Logistics & Shipping (199)Advertising & PPC (182)Accounting & Bookkeeping (172)E-commerce & Online Stores (308)Project & Task Management (381)Notes & Personal Knowledge (184)Meetings & Transcripts (45)API Development & Testing (216)Code Search & Intelligence (154)Kubernetes & Containers (269)Infrastructure as Code (48)Identity & Access Management (30)Secrets & Credentials (21)Feature Flags & Experiments (27)Incident & On-call Management (33)Web & Product Analytics (133)Email Marketing (46)Forms & Surveys (17)E-signatures & Agreements (43)Time Tracking & Timesheets (95)Business Intelligence & Dashboards (60)Other Integrations (20690)