Skip to main content
Glama
121,515 servers. Updated

Matching MCP tools:

Matching MCP Connectors:

"A server for finding academic research" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    A
    quality
    C
    maintenance
    Enables unified academic literature search across arXiv and OpenAlex, returning citation counts, abstracts, authors, and open-access PDF links, and converts web pages into clean Markdown while scanning for hidden prompt-injection payloads.
    2
    333 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Recommends study designs for a research question, states the identifying assumptions to verify, and returns runnable R, Python, or Julia code with a formatted citation for every source, drawn from methodological textbooks, an R package, and research articles on causal inference, econometrics, statistics, and machine learning.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Empowers coding agents for machine learning research by providing access to Lacuna's research map, including novel research proposals, research directions, papers, authors, venues, institutions, and hypotheses. It enables searching and retrieving context-aware research information through MCP tools.
    13
    1,044 PyPI
    69
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables any MCP client to drive a research-to-report workflow end to end: planning a source-target plan with kill criteria, scoring each fetched source with an explainable 0–100 quality breakdown, and assembling a citation-registry report. Report checking mechanically enforces citation coverage, returning orphan claims as an error list rather than a pass.
    4
    24 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Exposes fourteen read-only tools over the HEY Research public API, letting assistants look up Robinhood Chain projects, builders, shipped work, relationships and market context, with each answer tagged FACT, DERIVED or UNKNOWN and unmeasured fields omitted rather than zeroed. Runs over stdio or hosted Streamable HTTP, and gives no trade instructions.
    13
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables Claude Code to run live product searches, compare cross-retailer prices, check Amazon price history, surface community deals, and optionally cross-check finalists via Capital One Shopping, with every tool reporting its checked and skipped sources.
    8
    MIT
  • A
    license
    C
    quality
    B
    maintenance
    An append-only research operations framework and read-only MCP that tracks research plans, approvals, observations, claims, failures, revisions, and contributions with source-grounded evidence, providing search, evidence fetch, and audit capabilities without direct ledger writes.
    30
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables read-only, provenance-aware research over Discord by pairing an explicitly authorized Discord Desktop local-RPC/OAuth2 path for bounded live channel snapshots with message, thread, and channel search across a locally maintained archive, without writes, deletes, or session-token automation.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to conduct zero-key multi-source deep research, run quick searches across DuckDuckGo, Wikipedia, and ArXiv, and cryptographically verify claims with token-compressed, citation-backed evidence.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to search and read an open quant research record: papers, topics, killed candidates, trial counts, live paper-trading sleeves, and a tamper-evident chain head. It provides six read-only tools over public CDN files, returning each source's stated limits alongside paper-execution-only caveats.
    391 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes over 100 deterministic medical research engines to any MCP-capable agent, covering statistical tests, survival analysis, bioinformatics pipelines, primer/sequence design, modeling, and PubMed literature search. Every response is computed with real algorithms and tagged with an engine_status of real, unavailable, or error, so agents never receive fabricated numbers.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to verify citations, check retractions, search papers, format bibliographies, run PRISMA 2020 screening, and find open datasets and research software using open databases.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI clients to search, retrieve, and cite a global investment research knowledge base spanning millions of sell-side reports, company filings, meeting notes, papers, and in-report charts, returning source passages with page numbers for verifiable answers and continuous reading. Supports natural-language queries filtered by institution, industry, or date across Claude, Cursor, Codex, and other MCP clients.
    1
    -
  • A
    license
    A
    quality
    B
    maintenance
    A read-only MCP server for EdgeDepth's market microstructure search engine, enabling users to query recorded crypto and TradFi perpetuals for market conditions, outcomes, and reproducibility-keyed evidence directly from MCP clients.
    10
    98 npm
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Gives LLM agents spatial awareness inside Autodesk Maya, enabling scene inspection and measurement, aesthetic and engineering audits, camera planning, checkpoint/rollback safety, asset import, and viewport or render previews. Agents can also execute arbitrary Python in Maya to build and verify 3D scenes against engineering rules instead of writing blind.
    25
    76 PyPI
    7
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Odds are, most of what you want to build is already open source. Tell your AI agent what you're making, and it finds it: which repos to use as they are, which to adapt, and what's left for you to write. Every repo it names is real, licensed for your use or flagged, and checked live.
    3
    331 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to subscribe to a deterministic daily ethics feed drawn from a four-module curriculum and retrieve read-only tools, resources, and reflection prompts covering principles, case studies, and codes of conduct.
    10
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Lets your AI app build real SOLIDWORKS parts, sheet metal, weldments, assemblies and drawings on Windows: fully defined sketches, 121 tools, and every result measured from the model. One-click Windows installer.
    121
    1
    MIT
  • A
    license
    C
    quality
    C
    maintenance
    Enables AI agents to perform web searches via DuckDuckGo without API keys and automate browser tasks with headless Chromium. Supports multi-step research workflows that automatically search and extract content from multiple pages.
    7
    22 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI applications to look up study findings, clinical trials, cited sources, and evidence summaries for more than 160 peptides, compare up to five peptides, and search live literature.
    576 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server over a curated catalog of 78 AI tools for engineering teams. Every entry states when it fits, when it does not, its limits, licence terms and open issue numbers, all verified against the project's own repository — search by keyword, category or licence, and get full records or published comparisons.
    Creative Commons Zero v1.0 Universal