Supported transports
Published Research entries do not expose enough transport detail in the current category sample. Open each server page before installation.
MCP server category
Science, research, papers, and scholarly workflow MCP servers. This page compares published Research MCP servers by quality score, update freshness, package metadata, transports, and configuration signals.
This table highlights published servers with the strongest available Wardn metadata for quick comparison.
| Server | Best for | Score | Version | Updated |
|---|---|---|---|---|
| Gapup MCPio.github.getgapup/gapup-mcp | Hosted Gapup MCP server exposing 271 agent-payable tools across business intelligence, finance, compliance, strategy, sales, sustainability, research, real estate, healthcare, and security, with x402 micro-payments, free-tier access, and dual-audience outputs. | 86/100 | 1.0.0 | Jul 30, 2026 |
| NotebookLM MCP Serverio.github.pleaseprompto/notebooklm-mcp | MCP server for Google NotebookLM with Chrome automation, persistent authentication, citation-backed Q&A, source ingestion, Audio Overview tools, local notebook library management, stdio transport, and Streamable HTTP transport. | 82/100 | 1.0.0 | Jul 28, 2026 |
| RedditGrowai.redditgrow/mcp | Reddit growth toolkit with MCP, CLI, API, warmup, replies, cold DMs, SEO, and brand monitoring. | 74/100 | 1.0.0 | Aug 6, 2026 |
| qubitsok — Quantum Computing Jobs, Papers & Researcherscom.qubitsok/mcp-server | Quantum computing jobs, arXiv papers & researcher profiles from qubitsok.com | 70/100 | 1.0.0 | Aug 28, 2026 |
| @blockchainacademics/mcpio.github.blockchainacademics/mcp | The canonical crypto MCP server for AI agents. 99 tools spanning news, market data, on-chain, sentiment, proprietary indicators, and async agent-backed generation. | 68/100 | 1.0.0 | Jul 28, 2026 |
| com.datasignalslab/datasignals-lab-mcpcom.datasignalslab/datasignals-lab-mcp | Insider trading, 13F, 8-K, Form D, FDA, Congress, crypto: scored signals. Free flagship, 17 tools. | 64/100 | 1.0.0 | Jul 28, 2026 |
| AlphaCreek SEC Filings MCPai.alphacreek/alphacreek-mcp | Access SEC filings efficiently (10-K, 10-Q, etc), save time and tokens, and get cited answers. | 62/100 | 1.0.1 | Jul 28, 2026 |
| Stobox Intelligence & Tokenizationio.stobox/intelligence-graph | Verified RWA tokenization knowledge — security tokens, regulation, standards — for any AI. | 54/100 | 1.0.1 | Jul 28, 2026 |
Review transports, environment variables, and runtime arguments before connecting an MCP client to a Research server.
Published Research entries do not expose enough transport detail in the current category sample. Open each server page before installation.
The sampled Research servers do not list shared environment variables in the public metadata. Check each server page and upstream documentation.
The sampled package metadata does not list common command arguments. Use the server detail pages to verify launch flags and defaults.
The best Research MCP servers are the published entries with strong Wardn scores, recent updates, clear package metadata, and configuration details that match your MCP client.
Compare the top 8 published entries by score, version freshness, description fit, transport support, and whether the server documents required environment variables or arguments.
Configuration varies by server. Check each detail page for package launch commands, environment variables, and command arguments before installation.
Transport metadata is not consistent across the current category sample, so use the server detail page to confirm stdio, HTTP, or remote support.
Wardn Hub lists registry metadata for discovery and comparison. Verify runtime behavior, install commands, permissions, and security requirements in upstream documentation before installing any server.
Browse every published server currently listed in this category.