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  • A
    license
    Not graded
    quality
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    maintenance
    Enables querying normalized real-world asset data through MCP tools, including listing assets, retrieving asset details, comparing yields against SOFR, and checking eligibility by jurisdiction.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    This MCP server provides research-backed prompt optimization tools and professional domain templates designed to improve AI performance through strategies like Tree of Thoughts and Medprompt. It enables users to analyze, auto-optimize, and refine prompts using advanced reasoning patterns and safety-critical alignment techniques.
    25
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Connects AI assistants to Beamtrace's remote MCP for read-only visibility insights, offering tools to retrieve visibility scores, topic rollups, prompt metrics, competitor leaderboards, and content improvement suggestions.
    5
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables exploring and analyzing US Data Analyst job postings, offering job search, salary benchmarking, and skill-demand insights through MCP tools, resources, and a career gap review prompt.
    3
    -
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for screening UK companies against the Companies House register, offering batch supplier screening, company snapshots, and factual signals rather than risk scores, with tools that never guess company numbers and documentation generated from the running server.
    11
    14 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP clients to safely retrieve and query a RAG system over research papers on Raman spectroscopy of carbon nanotubes using read-only tools, a resource, and a prompt. It adds controlled paid-answer budgeting, prompt-injection fencing, and backend security checks.
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI tools to search a directory of practical AI agent use cases by keyword, category, and minimum trust score, and to retrieve full entry details such as trust score breakdowns, setup prompts, tools, models, and runtime locations. It is read-only and returns links back to the source directory.
    2
    78 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server that scores dialogue transcripts for bridging quality, offering per-speaker indicator scores with evidence and tools for parsing, comparing, and analyzing conversations.
    9
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    MCP server that connects coding agents to FXAbsolute's candle history, offering tools to query OHLC data, session scans, bucket stats, level touches, and a live chart bridge for backtesting collaboration.
    10
    42 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables natural language-driven creation and execution of autonomous-vehicle scenarios in the CARLA simulator, with validated primitives and replay support.
    7
    1
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    An enhanced MCP server that enables users to interact with NotebookLM while ensuring strict source fidelity and citation accuracy through client-side prompt structuring. It guides Claude to transform user queries into structured prompts that prevent the addition of external knowledge during document analysis.
    16
    42
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A free MCP server for stock research combining Finviz screening and SEC EDGAR filings, offering 24 tools for fundamental analysis, insider trades, and financial data without paid subscriptions.
    24
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables point-in-time backtesting on daily bars with declarative strategy specs and deterministic simulated runs, offering two tool surfaces without needing API keys or network access.
    10
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables querying scored and classified Russian and English news via MCP clients, offering filtered feeds, keyword search, breaking news, and coverage stats.
    5
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Computes soil resource concern ratings for an area of interest using USDA Soil Data Access and exposes them as MCP tools, resources, and prompts for AI-assisted conservation planning.
    10
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to query FDA drug labels, FAERS adverse event reports, recalls, and ClinicalTrials.gov trials, and to compute pharmacovigilance signal metrics such as PRR/ROR with confidence intervals and flags. It also provides a drug safety brief prompt that combines these sources with source links and limitations.
    2
    6
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables LLM agents to search arXiv, retrieve paper metadata, extract PDF text, and analyze category submission trends through MCP tools, resources, and a literature-review prompt.
    4
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server for querying and analyzing double-color ball (双色球) lottery historical data from 2013 to present, offering tools for data retrieval, statistical analysis, and reference number generation.
    7
    4
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Provides specialized AI-powered comprehensive research and analysis capabilities by integrating with advanced deep research agents, offering unlimited queries with no rate limits and faster performance than comparable services.
    1
    133 npm
    94
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Phoenix MCP Server is an implementation of the Model Context Protocol for the Arize Phoenix platform. It provides a unified interface to Phoenix's capabilites. You can use Phoenix MCP Server for: Prompts Management: Create, list, update, and iterate on prompts Datasets: Explore datasets, and synte
    27
    1,272 npm
    12,154
    Apache 2.0
  • F
    license
    B
    quality
    D
    maintenance
    A comprehensive MCP server providing basic and advanced math operations (addition, subtraction, statistics, etc.) as well as smart prompts for multiplication tables, equation solving, financial calculations, geometry, unit conversion, loan amortization, probability, and fitness analytics.
    23
    1
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  • F
    license
    B
    quality
    D
    maintenance
    Research and analysis toolkit offering real-time data access via MCP, including web search, stock prices, YouTube transcription, weather, and Toronto crime statistics.
    10
    3
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  • A
    license
    B
    quality
    A
    maintenance
    Enables AI agents to control Copper Mountain Vector Network Analyzers over TCP/IP SCPI, offering 45 tools for sweep configuration, calibration, measurement, and Touchstone export.
    49
    2
    AGPL 3.0
  • A
    license
    C
    quality
    A
    maintenance
    Exposes a bio-hybrid neuromorphic simulation pipeline to MCP clients, enabling AI assistants to query SNN LIF+STDP simulation, consciousness proxy assessment, bio-computing platform telemetry, and IRB ethics monitoring as MCP tools, resources, and prompts.
    70
    1
    MIT