Skip to main content
Glama
335,509 tools. Last updated 2026-07-29 20:31

"Understanding Abstract Syntax Trees (AST)" matching MCP tools:

  • Fetch a single Dryad dataset by its DOI (e.g. "doi:10.5061/dryad.hx3ffbgjj" or "10.5061/dryad.hx3ffbgjj"). Returns full metadata — title, authors, abstract, keywords, publication date, field of science, license, version — plus a download URL for the dataset files. Keyless.
    Connector
  • Get full metadata for a single paper by ID. Accepts a Semantic Scholar paper ID, or a prefixed ID like "DOI:10.1145/3292500", "arXiv:2106.15928", or "CorpusId:215416146". Returns abstract, TLDR summary, authors, venue, citation/reference counts, fields of study, and open-access PDF. Keyless.
    Connector
  • Fetch one IEEE Xplore record by its article_number or DOI: full metadata including title, every author with affiliation, the complete abstract, publication venue, year, volume/issue, page range, publisher, IEEE and author index terms, plus standard_number and standard_status when the record is a standard, and the Xplore html_url / pdf_url. Use it to expand a hit from ieee_search or ieee_standard_search, or when an agent already holds an IEEE DOI or article number. Returns metadata plus the abstract; the full text is sold by IEEE — html_url is where to purchase or access it. Requires your own free IEEE Xplore API key via _apiKey (register an app at developer.ieee.org). Example: ieee_article({ article_number: "8766229", _apiKey: "your-ieee-key" }). Example: ieee_article({ doi: "10.1109/IEEESTD.2020.9363693", _apiKey: "your-ieee-key" })
    Connector
  • Search Magic: The Gathering (MTG) cards using Scryfall's powerful query syntax (e.g. "c:red type:dragon", "set:neo rarity:mythic", "o:flying cmc<=3"). Returns matching MTG cards with names, types, oracle text, sets, rarities, and prices.
    Connector
  • Get the metadata for a single EBI BioStudies study by accession (e.g. "S-EPMC6010251"). Returns the title, flattened attributes (abstract, release date, data source, etc.), and counts of links and subsections. EBI BioStudies links across EBI archives. Keyless.
    Connector
  • Validate and verify an email address. Checks syntax, MX records, SMTP deliverability, disposable domains, and returns a risk score. Costs $0.03 USDC on Base.
    Connector

Matching MCP Servers

  • A
    license
    A
    quality
    F
    maintenance
    Enables AI assistants to search and analyze codebases using Abstract Syntax Tree (AST) pattern matching with ast-grep. Supports structural code search, pattern testing, and AST visualization across multiple programming languages.
    Last updated
    4
    440
    MIT
  • A
    license
    -
    quality
    -
    maintenance
    A smart proxy server that prevents context window bloat by caching large tool responses to local files and returning compact resource links. It supports format conversion and data uploads, allowing LLMs to handle massive datasets without consuming excessive tokens.
    Last updated
    1
    1

Matching MCP Connectors

  • Deterministic validation for AI-generated artifacts: JSON Schema, OpenAPI response, SQL syntax.

  • MCP server providing Pine Script v6 documentation. Enables AI to: Look up Pine Script functions and validate syntax Access official documentation for indicators, strategies, and visuals Understand Pine Script concepts (execution model, repainting, etc.) Generate correct v6 code with proper function references

  • Full record for one ISO standard by number ("27001") or reference ("ISO/IEC 27001:2022"): title, abstract, status, edition, publication date, ICS, committee, the supersession chain, the correct iso.org page, and a best-effort live price. The reliable lookup (resolves any standard via its catalogue id).
    Connector
  • Fetch a paper's full body text as Markdown (methods, results, protocols, inline tables) — use for deep questions the abstract can't answer. Accepts an arXiv ID (2401.12345), a PMC ID (PMC5339222), or a bioRxiv/medRxiv DOI (10.1101/…).
    Connector
  • List gems that depend on this gem. Useful for understanding ecosystem impact ("what depends on Rack?") or risk surface ("how many gems would break if this one had a vulnerability?"). API caps at 50 names per request.
    Connector
  • Search Dryad, a curated repository of open research datasets (mostly the data underlying published, peer-reviewed studies in any field of science). Full-text query over titles, abstracts, authors and keywords. Returns matching datasets with DOI, title, authors, truncated abstract, keywords, publication date, field of science and license. Keyless.
    Connector
  • PubMed citation retrieval. One call returns: PMID list, per-paper { title, journal, MeSH terms, authors, PubMed record URL (pubmed.ncbi.nlm.nih.gov/<PMID>/ — resolves to the citation/abstract record page, not guaranteed full text), publication date, stale flag }. Abstract full text is NOT returned inline; see abstract_note for where to fetch it. Structured JSON, no free-text upsell in result. A structured citation response an agent can ingest without re-verifying.
    Connector
  • Fetch a paper's full metadata: title, authors, year, abstract, TLDR (LLM-generated), key findings, citation count, GitHub repos, HuggingFace models/datasets, videos, peer reviews, and links. Accepts an arXiv ID (e.g. '2401.12345' or '1706.03762v5') or an OpenAlex Work ID (e.g. 'W4390723197'). Use when the user names a specific paper or pastes an arXiv link.
    Connector
  • Get full detail on a single Federal Register document by its document number (e.g. '2026-12811'): abstract, action, effective date, comment deadline, CFR references, citation, topics, agencies and links.
    Connector
  • Find related PAPERS via three modes (papers, not claims — for claims related to a claim use find_related_claims): 'similarity' (default — vector similarity to a doc or text), 'byEntity' (papers mentioning a specific entity like "BERT"), 'byConcept' (papers sharing a key concept). Returns papers with abstract and metadata for quick understanding — no follow-up get_document needed.
    Connector
  • Get the full record for an academic paper from OpenAlex, arXiv, or PubMed — abstract, authors, venue, year, citation and reference counts, open-access PDF link, and TLDR when available. FREE. Provide a paper_id, a DOI, or a title.
    Connector
  • Search Shodan for hosts matching <query> using Shodan search syntax (e.g. "apache country:US", "port:22 org:\"Google\""). Returns matching hosts with IP, port, org, hostnames, product, and location. Example: shodan_host_search({ query: "apache country:US", _apiKey: "your-key" })
    Connector
  • Get the full metadata and abstract for a single eLife article by its id (e.g. "107545"). Returns title, DOI, type, publication date, authors, abstract, and subjects. Keyless.
    Connector
  • Ask a cultural, historical, or material colour question. Returns named archive colours with provenance and cultural context. Works for abstract queries like 'grief', 'Ottoman luxury', 'toxic Victorian pigments', or 'the sea at dusk'.
    Connector
  • Search the full ISO catalogue (~all deliverables) by keyword across reference, title and abstract, with optional filters. Returns reference, title, status, abstract snippet, committee and the iso.org link. Use to find standards on a topic ("supply chain security", "medical device risk").
    Connector
  • Search Paris Open Data for datasets by keyword (city services, mobility, trees, events, urban planning & environment). Returns dataset_ids (pass to query/dataset_info), titles, themes and record counts.
    Connector