"Understanding Perl, Language Server Protocol (LSP), and Abstract Syntax Trees (AST)" matching MCP tools:

• searchPapers

  qubitsok — Quantum Computing Jobs, Papers & Researchers

  Search quantum computing research papers from arXiv. Use when the user asks about recent research, specific papers, or academic topics in quantum computing. NOT for jobs (use searchJobs) or researcher profiles (use searchCollaborators). Supports natural language queries decomposed via AI into structured filters (topic, tag, author, affiliation, domain). Date range defaults to last 7 days; max lookback 12 months. Returns newest first, max 50 results. Use getPaperDetails for full abstract and analysis of a specific paper. Examples: "trapped ion papers from Google", "QEC review papers this month", "quantum error correction".

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• get_supplier_info

  Last Minute Deals HQ

  Returns information about the supplier network: available destinations, experience categories, booking platforms, and protocol details. Call this before search_slots to understand what regions and activity types are available.

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• get_report_detail

  CDC MMWR Reports

  Get the full abstract and metadata of an MMWR article by PubMed ID. Returns the complete abstract, authors, publication date, volume/issue, and any MeSH subject headings. Use PMIDs from search_mmwr or get_recent_reports results. Args: pmid: PubMed ID of the MMWR article (e.g. '38271059').

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• ping

  nara-tour

  Connectivity check — returns server version and current timestamp. Use to verify MCP server is reachable before calling other tools.

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• get_supplier_info

  Last Minute Deals HQ

  Returns information about the supplier network: available destinations, experience categories, booking platforms, and protocol details. Call this before search_slots to understand what regions and activity types are available.

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• get_supplier_info

  LastMinuteDeals Booking API

  Returns information about the supplier network: available destinations, experience categories, booking platforms, and protocol details. Call this before search_slots to understand what regions and activity types are available.

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• util_email_validate

  Delx MCP Server

  Validate an email and its domain-level delivery records before outreach, signup, or routing. Delx Agent Utilities are separate from the free witness protocol and may expose x402 utility pricing.

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• thinkneo_bridge_a2a_to_mcp

  ThinkNEO Control Plane

  Bridge an A2A (Agent-to-Agent Protocol) task to an MCP server. Receives an A2A task, identifies the best matching MCP tool on the target server, executes it, and returns the result wrapped in A2A response format. Enables A2A agents to use any MCP server transparently. Extracts the intent from the A2A task, maps it to an MCP tool, calls the tool, and wraps the result in A2A response format. Use this to let A2A agents interact with any MCP server. Requires authentication.

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• get_slidev_guide

  Slidev MCP

  Get the Slidev syntax guide: how to write slides in markdown. Returns the official Slidev syntax reference (frontmatter, slide separators, speaker notes, layouts, code blocks) plus built-in layout documentation and an example deck. Call this once to learn how to write Slidev presentations.

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• util_robots_inspect

  delx-mcp-a2a

  Read robots.txt rules and sitemap declarations before crawling or indexing a domain. Delx Agent Utilities are separate from the free witness protocol and may expose x402 utility pricing.

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• get_supplier_info

  Last Minute Tours & Activities

  Returns information about the supplier network: available destinations, experience categories, booking platforms, and protocol details. Call this before search_slots to understand what regions and activity types are available.

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• get_review_detail

  Cochrane Medical Reviews

  Get full details of a Cochrane systematic review by PubMed ID. Returns the complete abstract, authors, publication info, MeSH terms, and conclusions of a Cochrane review. Use PMIDs from search_reviews results. Args: pmid: PubMed ID of the review (e.g. '35658166').

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• reporting_guide

  Senzing

  Guided reporting and visualization for Senzing entity resolution results. Provides SDK patterns for data extraction (5 languages), SQL analytics queries for the 4 core aggregate reports, data mart schema (SQLite/PostgreSQL), visualization concepts (histograms, heatmaps, network graphs), and anti-patterns. Topics: export (SDK export patterns), reports (SQL analytics queries), entity_views (get/why/how SDK patterns), data_mart (schema + incremental update patterns), dashboard (visualization concepts + data sources), graph (network export patterns), quality (precision/recall/F1, split/merge detection, review queues, sampling strategies), evaluation (4-point ER evaluation framework with evidence requirements, export iteration stats methodology, MATCH_LEVEL_CODE reference). Returns decision trees when language/scale not specified.

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• equivalent

  endiagram-mcp

  Are two systems the same, or what changes if I change this one? Compare mode (source_a + source_b): structural differences, edit distance, spectral equivalence. isCospectral=true means identical graph structure up to relabeling — topologically the same despite different names, actors, or locations. Evolve mode (source + patch): dry-run a change, shows diff plus new/lost bridge nodes. Patch has three directive types — plain EN statement adds an action; a line starting with `-` (and not containing `do:`) removes the named action; a statement whose action name matches an existing one replaces the original. See the server instructions for EN language syntax.

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• generate_plantuml_diagram

  xpay✦ DevTools Collection

  Generate a PlantUML diagram with automatic syntax validation and error reporting for auto-fix workflows. Returns embeddable image URLs for valid diagrams or structured error details for invalid syntax that can be automatically corrected. Optionally saves the diagram to a local file.

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• equivalent

  endiagram

  Are two systems the same, or what changes if I change this one? Compare mode (source_a + source_b): structural differences, edit distance, spectral equivalence. isCospectral=true means identical graph structure up to relabeling — topologically the same despite different names, actors, or locations. Evolve mode (source + patch): dry-run a change, shows diff plus new/lost bridge nodes. Patch has three directive types — plain EN statement adds an action; a line starting with `-` (and not containing `do:`) removes the named action; a statement whose action name matches an existing one replaces the original. See the server instructions for EN language syntax.

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• lookup_email

  botoi-mcp

  Validate an email address (syntax, MX record, disposable check). Use when you need to verify if an email address is real and deliverable.

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• update_account

  BorealHost

  Update account profile fields (email, language, name). Requires: API key with write scope. Only provided (non-empty) fields are updated. Args: email: New email address language: Language preference — "fr" (French) or "en" (English) first_name: First name last_name: Last name Returns: {"success": true, "account": {"email": "...", "language": "fr", "first_name": "...", "last_name": "..."}} Errors: VALIDATION_ERROR: Invalid email format or language code

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• get_article_detail

  PubMed / MEDLINE Literature Search

  Get full details of a PubMed article by its PMID. Returns title, all authors, complete abstract, MeSH terms, publication types, journal info, and DOI. Args: pmid: PubMed ID (e.g. '39142850').

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• get_repo_languages

  github-mcp-server

  Analyze the programming language composition of a GitHub repository. Returns percentage breakdown of languages used, dominant language, and file counts per language. Use for understanding project tech stack or evaluating language distribution.

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