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116,802 servers. Updated
20 Best Observability MCP Servers: compared and ranked, November 2026Ranked from 684 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to compute VAT, selling prices, quotations, VietQR transfer content, multi-level referral commissions, and industry workflows for Vietnamese businesses through a free remote MCP endpoint.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server for deterministic financial transactions, providing tools to fetch account balances, check blocked PIX keys, and execute atomic PIX transfers with integer-cent precision.
    -
  • A
    license
    C
    quality
    B
    maintenance
    Enables AI assistants to query and manage companies, subscriptions, users, invoices, catalog services, billing reports, and selected write actions through the Simple API. It includes endpoint discovery and keeps destructive operations behind a generic request escape hatch.
    60
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables Claude to access, analyze, and optionally modify invoices, installments, receipts, clients, and financial reports via the Fatture in Cloud API v2, with read-only default and multi-layer safety.
    17
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Open-source registry of structured API specs for African providers: payments (Wave, Paycard, ...), SMS and WhatsApp (Africa's Talking, Infobip, ...), identity, delivery and speech. AI agents read the real endpoints, parameters and gotchas and write the integration. Each capability is marked verified (tested against the live API) or ready (written from the docs, not yet tested).
    32
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Lets agents discover and health-check a directory of live x402 pay-per-call endpoints, probe an individual URL with one unpaid request to see whether it returns a payment challenge and at what price, and read on-chain settlement demand for crawled sellers. It also serves reproducible, solver-verified sudoku puzzles and the pricing, network, and payment details of the studio's paid pay-per-call routes.
    MIT
  • F
    license
    B
    quality
    C
    maintenance
    Enables AI agents to interact with the BulkClix platform for SMS, OTP, airtime, mobile money, bank transfers, data bundles, KYC, contacts, and account management via natural language.
    25
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to call Safaricom's M-Pesa Daraja API directly, sending STK push prompts, checking balances, looking up or reversing transactions, and receiving results as SUCCESS, FAILED, or UNKNOWN. Requests are sent once per idempotency key with sandbox-by-default operation, so agents can operate and test payments without risking double charges or real money.
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server for the SmartBill Cloud API. It lets an MCP client issue and manage Romanian invoices, proformas and payments, download document PDFs, and read VAT rates, series and stock levels.
    23
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Unified gateway for ISO 20022 message families, providing meta-tools to search, describe, validate, generate, and parse financial messages.
    7
    108 PyPI
    1
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for real FDM 3D-printing slicing, quoting, and design-for-manufacturability analysis via the FabTally API, supporting 12 printer profiles and 12 materials. Includes free discovery/printability tools and paid slice/quote/orientation tools settled via x402 (USDC on Base).
    6
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables MCP clients to access Monobank's open API for exchange rates, account and jar balances, and statements, as well as set webhooks, using natural language tools.
    5
    14 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that enables interaction with Monobank API, providing tools for currency exchange rates, client info, and account statements.
    8
    7 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to manage a fictional B2B workspace SaaS (Tessera) with tools for ticketing, invoicing, customer management, and trial extensions, featuring a human-in-the-loop confirm pattern for safety.
    7
    6 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Exposes all 379 Invoice Ninja v5 REST API endpoints through three consolidated tools (list, describe, call), enabling full invoice management and business operations via natural language.
    3
    16 npm
    AGPL 3.0
  • A
    license
    A
    quality
    D
    maintenance
    Create invoices from any MCP client via the Invovate API — compute totals and generate PDF, JSON, or UBL invoices in 11 languages. Exposes four tools: calculate_invoice_totals (no API key needed), generate_invoice_pdf, generate_invoice_ubl, and get_invoice_capabilities.
    4
    69 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Marketplace MCP for paid HTTP APIs. Pay per call in USDC on Base via the open x402 standard — non-custodial. 13 tools for discovery, buying, and publishing APIs.
    7
    65 npm
    2
    MIT