MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48851 |
Petfinder MCP Server
Claim
Single-file HTTP MCP server for Petfinder's API to find adoptable pets and anim…
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| 48852 |
devicecloud
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Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-…
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| 48853 |
Error Collector MCP
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An open-source MCP server that collects errors from browser console and termina…
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| 48854 |
pluggy-mcp-server
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Read-only MCP server for connecting to Pluggy Open Finance Brasil, exposing acc…
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| 48855 |
fugu-mcp
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An MCP server that exposes Sakana Fugu as on-demand tools inside Claude Code fo…
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| 48856 |
anthropic-mcp
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Provides access to Claude models, message creation, token counting, and batch p…
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| 48857 |
Red Hat API MCP Server
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MCP server providing tools to search Red Hat KCS solutions, retrieve solution d…
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| 48858 |
canvas-lms-mcp
Claim
TypeScript MCP server for Canvas LMS — 115 read+write tools across 17 domains.
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| 48859 |
monitoring
Claim
Monitor reviews on 50+ platforms: fetch, tag, translate, AI insights, rating hi…
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| 48860 |
TurboQuant Tools
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MCP server for compressing AI embeddings by 5-7x using TurboQuant (PolarQuant +…
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| 48861 |
mcp-doc-reader
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Enables AI assistants to read and extract text content from PDF, Excel, and Wor…
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| 48862 |
obsidian-mcp
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An MCP server that enables AI agents to read, search, write, and link notes in …
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| 48863 |
operational-data-mcp
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MCP server that unifies real-time telemetry from industrial systems into a sing…
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| 48864 |
schemadriftgate-mcp
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Paid remote MCP for schema drift checks, approvals, receipts, and release audit…
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| 48865 | — | |||||||||
| 48866 |
mcp-data-pa
Claim
Enables searching and querying Pennsylvania Open Data datasets via the Socrata …
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| 48867 |
A local MCP server for Claude Desktop with persistent task management, file ope…
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| 48868 |
Marketing MCP
Claim
A unified MCP server for marketing analytics and management across Google Ads, …
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| 48869 |
magicweave-fastmcp
Claim
Author, validate, simulate, and one-click-build game economies on the Magicweav…
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| 48870 |
czech-vat-mcp
Claim
Czech VAT compliance tools. Check unreliable VAT payers (nespolehlivý plátce DP…
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| 48871 |
An MCP server that scaffolds full-stack projects with consistent structure, Doc…
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| 48872 |
test
Claim
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| 48873 |
MCP server for [Karea](https://karea.app) task manager. 44 tools to create, edi…
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| 48874 |
mcp-server
Claim
Odyssey 앱의 할일·메모·프로젝트·타임라인을 MCP 클라이언트에서 관리
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| 48875 |
mycase-mcp
Claim
Connect Claude to MyCase: cases, contacts, documents, tasks, calendar, calls, t…
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| 48876 |
sem
Claim
Entity-level code intelligence: semantic diff, impact analysis, blame, and cont…
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| 48877 |
financial-research-agent
Claim
MCP server that exposes stock research tools (fundamentals, news, technicals, a…
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| 48878 |
FVWM3 Window Manager
Claim
Enables interaction with the FVWM3 window manager for configuration generation,…
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| 48879 |
AI-powered data integration platform. Onboard users and run DPF data workflows.
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| 48880 |
mcp-browser-server
Claim
A MCP server that gives AI assistants full browser control, enabling navigation…
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| 48881 |
yandex-search-mcp
Claim
Enables Yandex search with advanced content extraction, analysis, and LLM-conte…
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| 48882 |
mcp-interaction-studio
Claim
MCP server for Salesforce Interaction Studio that enables listing and managing …
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| 48883 |
google-keep-mcp
Claim
MCP server for Google Keep that enables managing notes, checklists, and labels …
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| 48884 |
Dolibarr MCP Server
Claim
Provides structured access to Dolibarr ERP/CRM API endpoints via the Model Cont…
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| 48885 |
Character Counter
Claim
Count occurrences of any character in your text to quickly gauge frequency. Tog…
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| 48886 |
Palmyr
Claim
Agent infra: email, phone, social, domains, VPS, wallets. Paid per-action via x…
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| 48887 |
Ubidots MCP Server
Claim
Enables MCP clients to interact with the Ubidots IoT platform for managing IoT …
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| 48888 |
openstates-mcp-server
Claim
Search bills, legislators, committees, and events across all 50 US states, DC, …
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| 48889 |
JWT Doctor
Claim
Template for creating MCP servers with a server-side paywall gate, enabling fre…
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| 48890 |
Keepa MCP Server
Claim
Provides conversational access to Keepa's product and sales data for product re…
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| 48891 |
temporal-invoice-mcp
Claim
Enables managing invoice workflows using Temporal, allowing submission, approva…
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| 48892 |
roshan-alefba-mcp
Claim
A self-hostable MCP server that exposes Roshan AI's Alefba OCR service as tools…
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| 48893 |
Provides comprehensive access to MoEngage documentation from developers, help, …
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| 48894 |
Enables fetching Pokémon data from PokeAPI, searching for Pokémon and moves, an…
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| 48895 |
Componecat
Claim
Software component catalog: search your org's services, docs, APIs, dependencie…
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| 48896 |
Enables dynamic persona injection and post-processing for LLM conversations thr…
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| 48897 |
Keycard Hello MCP Server
Claim
An MCP server demonstrating OAuth 2.0 authentication with Keycard's Security To…
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| 48898 |
meta-data-mcp
Claim
Query 100+ open data APIs — government, science, finance, environment, and more.
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| 48899 |
doorvault-mcp
Claim
Enables AI assistants to analyze rental property deals using DoorVault IDEAL Sc…
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| 48900 |
customs-dog-mcp
Claim
Pet travel docs + border readiness. Keyless: look up entry rules + sign up. Key…
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