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  • A
    license
    Not graded
    quality
    B
    maintenance
    A Microsoft SQL Server MCP server that enables querying, inspecting, and troubleshooting SQL Server instances via ODBC with per-caller credential elicitation.
    1
    MIT
  • A
    license
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    quality
    A
    maintenance
    Enables troubleshooting of LDAP directory services through natural language queries, providing health diagnostics, replication status, performance metrics, log analysis, and configuration comparisons across multiple servers.
    27 PyPI
    1
    GPL 3.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables natural language querying of SQL databases by allowing the agent to explore schema, write SQL, and self-correct errors. It integrates with MCP-compatible assistants like Claude Desktop or Cursor.
    1
    19 PyPI
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to manage a local-first household inventory, recording receipt emails and maintaining a probabilistic estimate of stock levels. Provides tools to query stock, identify items to reorder, and correct ingestion errors, all without any cloud dependency.
    6
    1
    Functional Source , Version 1.1, MIT Future
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that connects Claude to Teradata GCFR operational reporting, enabling natural-language queries about stream status, process history, loads, transforms, errors, SLA, and data lineage without writing SQL.
    21
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server implementation that enables LLMs to interact with Rollbar error tracking data, allowing users to list and analyze errors, view occurrences, track deployments, and access project information.
    13
    25 npm
    6
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to interact with Magento 2 development environments through comprehensive tools for module management, database operations, cache control, configuration management, and system diagnostics. Supports complete development workflows from module creation to deployment and troubleshooting.
    28
    23 npm
    40
    MIT
  • F
    license
    B
    quality
    C
    maintenance
    Provides 17 standalone tools across calc, site, and catalog domains, enabling optics calculations, knowledge-base search, and read-only lens catalog queries via MCP without requiring an LLM or frontend.
    17
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that provides comprehensive monitoring and management capabilities for Teradata Workload Management (WLM), enabling tasks like performance troubleshooting, emergency throttling, and scheduled maintenance through 41 tools and 39 resources.
    5
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Turns any LLM into a coding co-pilot with production-ready MCP server providing lint, test, execution, generation, and graph tools. Features Neo4j persistence, OpenAI Agent integration, REST API, and React frontend for comprehensive code development assistance.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables models to query enterprise systems—structured data, live GitHub REST API, and unstructured document embeddings—through a single, per-caller scoped MCP tool surface with task-shaped tools and recovery-aware errors.
    74 npm
    ISC
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables any Model Context Protocol-compatible host (Claude Desktop, Cherry Studio, Cline, MCP Inspector) to call 8 plug-and-play tools over stdio: hotspot ranking, TC3 signing, text chunking, date calculation, read-only SQLite queries, webpage text extraction, JWT decode/verify, and health checks.
    23 npm
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    Analyzes genealogy trees to detect errors, duplicates, and timeline inconsistencies while identifying missing source citations. It generates detailed audit reports and prioritized research leads to help users maintain accurate and well-documented family histories.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI-assisted chiller troubleshooting by exposing MCP tools to retrieve operational data, alarms, telemetry, and service history from MongoDB Atlas, plus vector and hybrid search over knowledge bases.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Read-only MCP server for inspecting a neuro auto-posting service's publication pipeline. Allows operators to query channels, publications, errors, and configuration via natural language.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Gives an LLM read-only, schema-aware SQL database access so users can ask business questions in plain English and receive the exact result set, with malformed queries returned as errors for automatic retry and correction.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for analyzing Clay tables — schema, rows, errors, and enrichment debugging, using the internal Clay API to enable AI assistants to understand and debug Clay tables.
    11 npm
    6
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables filtered, read-only querying of a Notion audit trail and action queue as four native tools (filtered lists and single-row lookups), with enum parameters validated against the live database schema and errors that report allowed values. It never writes to Notion, returns flat JSON rows, and keeps the integration token server-side.
    MIT