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118,118 servers. Updated
20 Best Observability MCP Servers: compared and ranked, November 2026Ranked from 695 matching servers on stars, growth, downloads and maintenance. Updated .

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"A service for application performance monitoring and observability" matching MCP servers:

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  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to manage job applications, documents, and contacts via the Application Tracker workspace, with read-only or write access controlled by administrator settings.
    Elastic 2.0
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables Claude Web users to manage their job application workflow by storing profile and resume data, analyzing job descriptions, preparing applications, and tracking progress — all with manual submission and no platform automation.
    1
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    A local-first, open-source MCP server that analyzes jobs, matches your CV, tailors documents, and tracks applications — all on your machine with no data uploaded.
    AGPL 3.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to read and create customers, jobs, estimates, invoices, calendar tasks, equipment, technicians, and reference data through the documented Service Fusion REST API, handling OAuth 2.0 and pagination automatically.
    24
    3 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables read-only access to Zoho CRM contacts and QuickBooks customer and invoice data through MCP tools, with role-based permissions, OAuth token refresh, structured customer summaries, and a local report.
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    An MCP server for accelerator programs to query, review, and manage startup applications via natural language. It enables searching applications by sector or impact score, fetching full application details with reviewer notes, listing pending reviews, and flagging applications for panel discussion.
    4
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides interactive tools to explore AFAS customer data and employee leave information, including bubble charts, leave balance reports, and detailed leave cards.
    276 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Integrates with Service Desk Plus Cloud API to enable AI assistants perform CRUD operations on service desk entities, including request management, technician management, and email communication.
    4
    -
  • A
    license
    B
    quality
    C
    maintenance
    Enables AI assistants to manage Bitrix24 CRM entities, tasks, project kanban boards, and Scrum sprints through an incoming webhook, requiring explicit user confirmation for all write operations.
    31
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Official Cursor plugin enabling natural-language management of your SideShift company—discovering creators, managing campaigns and contracts, communicating with your network, and inspecting analytics through a secure OAuth-linked MCP server.
    Apache 2.0
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI clients to securely interact with Salesforce data using natural language, translating prompts into structured queries for analysis, reporting, and business insights.
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    Finds, filters, and verifies local-business leads on demand; every returned email carries a verification receipt (verifier, verdict, timestamp). Credit-based with per-key spend budgets; 25 free validated leads at signup.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Live LinkedIn data for AI agents: 44 tools for profiles, companies, jobs, posts, people search, job-change signals and email finding. Hosted remote server (streamable HTTP) - your agent never touches your own LinkedIn account. 300 free credits on signup, no card. Dockerfile in repo bridges stdio clients to the hosted endpoint via mcp-remote.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to securely access and interact with Odoo data through natural language, supporting full CRUD operations, OAuth 2.1 and API key authentication, and granular per-model permissions.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Freento MCP is a native Magento 2 extension that implements the Model Context Protocol (MCP) — an open standard for connecting AI assistants to external data sources. This server acts as a secure, direct bridge between your Adobe Commerce / Magento 2 store and LLM-powered assistants (like Claude, ChatGPT, and others), allowing you to manage and audit your store using natural language.
    18
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI clients to securely access and query Zoho CRM data using natural-language prompts, returning structured results for analysis and reporting. It supports sales pipeline tracking, lead analysis, team performance reporting, and other CRM use cases through self-hosted deployment.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables read-only access to InvoiceNinja data, including invoices, expenses, clients, and tax reports, for AI assistants like Claude.
    1
    -
  • A
    license
    A
    quality
    B
    maintenance
    MCP server for Ashby ATS that enables AI agents to review candidates, read application details, and write evaluation notes through the Model Context Protocol.
    24
    50 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server that provides access to Modus's RevOps and Sales Insights API for retrieving headcount data, attrition predictions, sales performance metrics, and capacity planning insights.
    14
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    MCP server for the Roistat API, enabling marketing analytics, lead tracking, channel performance, cost data, and integrations.
    6
    64 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables interaction with Productive.io for task management, time tracking, budget monitoring, and project overview through natural language.
    83
    8 npm
    ISC
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for job search and application tracking, enabling AI agents to search jobs, get details, manage applications, and find contacts across 128K+ jobs and 1,900+ companies.
    774 npm
    3
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP clients such as Claude, ChatGPT and Cursor to securely search and retrieve vehicles, customers, leads, deals, payments and service history, and to create leads, bookings and service appointments on the Drivo dealer business platform. Every call is scope-checked, company-isolated, idempotent for writes and audited, with high-risk actions requiring a signed confirmation token.
    8 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    High-performance MCP data plane server for Nextcloud integration, enabling AI agents to read, write, organize, and manage files and CRM assets over WebDAV and OCS APIs.
    1
    MIT