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20 Best Code Execution MCP Servers: compared and ranked, November 2026Ranked from 1,332 matching servers on stars, growth, downloads and maintenance. Updated .

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    Provides access to Japanese statistical standard area codes (標準地域コード) from official government data, enabling users to list and search area codes by prefecture or municipality name.
    2
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that provides safe, read-only access to Boston's open data portal, enabling natural language exploration of civic datasets.
    2
    GPL 3.0
  • A
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    B
    maintenance
    Gives AI assistants tools to look up craft palette colors by code or name, find the closest match to any hex color ranked by CIEDE2000, and convert a code from one brand into its nearest equivalents in another. It covers 3,689 codes across fuse beads, seed beads, floss, diamond painting, yarn, LEGO and Minecraft so answers come from data rather than memory.
    388 npm
    1
    MIT
  • A
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    B
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    Enables retrieval of Codex Alimentarius maximum levels for food contaminants and toxins, filtered by contaminant or commodity, with source PDF page references.
    202 npm
    MIT
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    Not graded
    quality
    C
    maintenance
    Enables AI agents to retrieve Official Code of Georgia Annotated statutory text by citation or full-text topic search, returning section status, catchlines, editor's notes, cross references, and every stored historical version along with the enacting and amending Acts. Keyless and requires no signup, with citation parsing and error handling delegated to the upstream Georgia Commons API.
    446 npm
    MIT
  • A
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    A
    quality
    B
    maintenance
    Enables AI agents to answer civic questions about Virginia state, county, and municipal public data, including zoning, parcel, boundary, and Code of Virginia lookups, with provenance on every answer.
    5
    1
    Apache 2.0
  • A
    license
    A
    quality
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    Enables querying the ONS NOMIS labour market and census API from Claude, with tools for dataset discovery, dimension exploration, code resolution, and data fetching while guarding against silent truncation.
    6
    MIT
  • A
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    A
    quality
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    maintenance
    MCP server providing access to Brazilian public data (CNPJ, CEP, banks, holidays) via BrasilAPI. For Claude Desktop, Claude Code, Cursor, and other MCP-compatible clients.
    15
    44 npm
    9
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Enables Claude Desktop and Claude Code to query Taiwan weather data, including 36-hour forecasts, active weather warnings, and recent felt earthquakes, with fuzzy matching for city names.
    3
    MIT
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    quality
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    An MCP server for the U.S. Census Bureau's International Trade Data API, enabling queries of monthly export and import statistics by HS, NAICS, end-use, and other classifications, with tools for trade balance, top partners, and country code lookup.
    7
    Creative Commons Zero v1.0 Universal
  • A
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    Independent latency and uptime data for 46 hosted AI inference APIs, probed every 5 minutes from 4 regions with no gateway, plus a verified model deprecation calendar and Claude Code / Codex speed and accuracy drift. Four read-only tools, no API key; data CC BY 4.0.
    2
    4
    12
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Gives AI agents structured, typed access to Canadian open data through a single server covering Statistics Canada tables, Census and public use microdata, the Bank of Canada, CMHC, federal agencies and federal, provincial, territorial and municipal open-data portals, in English and French. It offers roughly 200 tools for querying, planning multi-source queries, and generating reproduction code in R, Python, Stata or Julia.
    3
    204 PyPI
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to query official business registers in the UK, Norway, Finland, and France for companies registered within a chosen window, filtered by industry code, activity words, name, or place. Each run returns one flat row per company with its register number, legal form, registration date, industry codes, activity text, address, and share capital, with optional deduplication across runs and a spend cap.
    1
    68 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables looking up U.S. Census data by ZIP code, including income, demographics, housing, and education statistics, using a locally stored dataset from the American Community Survey.
    8
    37 PyPI
    MIT
  • A
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    A
    quality
    C
    maintenance
    MCP server pulling academic publications (arXiv, PubMed, HF Daily Papers), trending code (GitHub, HF Hub), and medical-device regulatory data (FDA 510(k), recalls) into newspaper-style briefings. Per-category round-robin, weighted configuration, sandbox-safe Python launcher.
    16
    6
    MIT
  • A
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    A
    quality
    B
    maintenance
    Provides IRS income and tax statistics by ZIP code, enabling LLM agents to query income distribution, tax liabilities, credits, and deductions for any U.S. ZIP code using public IRS SOI data without an API key.
    10
    MIT
  • A
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    A
    quality
    D
    maintenance
    Search across a billion+ documents including academic papers, books, code, legal cases, forums, and Wikipedia. Provides search and detail tools for various content types.
    2
    85 npm
    25 PyPI
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Provides official INDEC register designs and methodological rules to AI models, enabling accurate EPH data analysis code (R/Python) without hallucinations.
    6
    1
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  • A
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    Enables any MCP client (Claude Code, Claude Desktop, Codex, or a custom agent) to fetch the latest CVEs at query time from live sources — NVD, CVE List V5, GitHub Advisory Database, CISA KEV and FIRST EPSS — without a separate API key. Exposes search, filtering (severity, RCE, PoC, KEV, keyword, CPE), per-CVE detail and risk-scored patch prioritization as JSON tools, so answers are grounded in live data rather than model memory.
    6
    1
    MIT
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    maintenance
    Enables MCP clients to query Brazil's DataJud (CNJ) public court API with typed, validated, retry-safe tools: fetch a case by its CNJ number with check-digit validation and automatic court resolution, list a case's movements with plain-English hints, search cases by class, subject, court unit or filing dates, and list all 91 court indices. Responses are returned as structured content, making court case metadata usable from Claude Desktop, Claude Code, or a custom agent.
    4
    1
    MIT
  • F
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    maintenance
    Provides lookup of current and historical United States military pay rates, including basic pay, Basic Allowance for Subsistence, and Basic Allowance for Housing, via MCP tools using pay grade, years of service, ZIP code, and effective date.
    6
    -
  • A
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    maintenance
    Enables Claude Desktop or Code users to converse in natural language to find Spanish official gazette (BOE) notices — scholarships, aid, public employment and subsidies — that match their profile, via a local searchable index, watchlist-based affinity ranking, deadline alerts and application logging. It also keeps the index fresh automatically and links always to the official text without ever judging eligibility.
    8
    MIT
  • A
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    A
    quality
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    maintenance
    Enables users to call official Open DART and KRX stock-market APIs, retrieve raw JSON, download and decode DART disclosure documents, and search companies by name, stock code, or corporate ID.
    4
    MIT
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    quality
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    maintenance
    Enables searching the public Dutch AGB-register for healthcare providers, practices and locations by AGB-code, name, zorgsoort, place or postcode, and retrieving full registrations with their kwalificaties, erkenningen and relations. Runs live against the register with no API key or account, and also looks up zorgsoort and kwalificatie codes offline.
    4
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for the CrawlGraph backlink-intelligence API. Gives any MCP client - Claude Desktop, Claude Code, Cursor, Cline, Zed, Windsurf - backlink lookups and competitor gap analysis built on the public Common Crawl webgraph (4.4B edges, 120M domains).
    4
    18 npm
    8
    MIT
  • F
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    Provides Vietnamese stock market data and technical analysis tools via VNDIRECT's public API, including OHLC candles, fundamentals, chart rendering, MACD divergence detection, and market structure analysis. Enables MCP clients like Claude Code to fetch and analyze stock data without API keys.
    9
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