MCP Server Quality Scores
Independent quality analysis of 54421 public MCP servers
Last updated 1 hour, 14 minutes ago
Grade Distribution
Score Distribution
Newly Added
AppGoblin - App Store ASO & App Intel Mathematical Programming Solver Melvea Local Honey Discovery trial-overdue recall-risk| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54301 |
KSeF MCP
Claim
Single-tenant MCP server for Polish KSeF e-invoice workflows, supporting local …
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| 54302 |
DocFiller
Claim
Enables generating PDFs from DOCX/ODT templates using MCP with support for Open…
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| 54303 |
vincario-vehicle-data
Claim
An MCP (Model Context Protocol) server that exposes the Vincario API to AI agen…
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| 54304 |
cronmcp
Claim
Cron scheduler stdio MCP server that enables creating and managing scheduled pr…
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| 54305 |
openai-responses-mcp
Claim
Lightweight MCP server using OpenAI Responses API with built-in web search, ena…
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| 54306 |
Enables AI-powered manufacturing operations analysis and automated report gener…
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| 54307 |
Krea MCP Server
Claim
MCP server for Krea.ai enabling AI image and video generation using models like…
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| 54308 |
mcp-mindmesh
Claim
Manages multiple Claude 3.7 Sonnet instances in a quantum-inspired swarm to pro…
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| 54309 |
SAOS MCP
Claim
Provides access to Polish court judgments from the SAOS database. Enables searc…
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| 54310 |
mermaid_mcp_tool
Claim
Provides Mermaid code validation and iterative line-level repair to fix syntax …
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| 54311 |
mcp-brain
Claim
A cognitive memory system for persistent knowledge graph storage across multipl…
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| 54312 |
eNSP-MCP
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MCP server for managing Huawei eNSP network simulation experiments, enabling to…
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| 54313 |
fusion-mcp
Claim
Enables MCP clients to call OpenRouter Fusion, which queries a panel of models …
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| 54314 |
MDPilot MCP
Claim
CP server that generates AGENTS.md and CLAUDE.md
from your real repo, verifies …
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| 54315 |
Spec Forge MCP
Claim
A NestJS MCP server that extracts tables from documents (PDF, etc.) into a sing…
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| 54316 |
TeacherAssist-MCP
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AI-powered Teacher Assistance MCP Server for managing student records with Post…
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| 54317 |
mcp-molecules
Claim
Chemistry toolbox computed from authoritative data: molecular weight / molar ma…
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| 54318 |
Travel Server MCP
Claim
Enables flight search between airports using the Duffel API, returning flight o…
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| 54319 |
DDG MCP2 Server
Claim
A basic MCP server built with FastMCP framework that provides simple utility to…
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| 54320 |
MCP Fathom Server
Claim
Enables Claude to search and retrieve meeting information from Fathom AI throug…
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| 54321 |
agentbank-merchant-mcp
Claim
Merchant-side MCP server for agentbank that lets merchants read their own order…
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| 54322 |
xianyu-buyer-mcp
Claim
Enables AI agents to interact with Goofish (闲鱼) marketplace, supporting product…
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| 54323 |
restaurant-mcp
Claim
MCP server for Spice Garden demo restaurant that enables querying orders, inven…
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| 54324 |
TFS MCP Server
Claim
Bridges Claude Code with an on-premise Azure DevOps Server / TFS collection, en…
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| 54325 |
Stream MCP Server
Claim
An MCP server for Evertrust Stream, a PKI platform, allowing LLM clients to man…
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| 54326 |
psx-mcp
Claim
MCP server that exposes Pakistan Stock Exchange data (quotes, dividends, announ…
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| 54327 |
EARLY App MCP Server
Claim
An MCP server that provides AI assistants with access to the EARLY time trackin…
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| 54328 |
CornMCP
Claim
Enables AI coding agents to perform surgical code analysis, semantic memory, an…
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| 54329 |
openmarkets
Claim
A Model Context Protocol (MCP) server for agentic retrieval of financial data f…
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| 54330 |
teams-mcp
Claim
Enables AI assistants to interact with Microsoft Teams, users, chats, files, an…
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| 54331 |
prufa-mcp
Claim
Point your coding agent at a URL and get a real-browser QA audit: broken signup…
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| 54332 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 54333 |
A remote MCP server that lets AI agents build, run, and manage Automat RPA work…
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| 54334 |
nimble
Claim
A token-efficient MCP server that reduces context window bloat by lazy loading …
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| 54335 |
artifactory-mcp
Claim
Enables AI assistants to query Maven artifacts in JFrog Artifactory by reusing …
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| 54336 |
streeteasy-mcp
Claim
A remote MCP server that wraps the StreetEasy GraphQL API to enable LLM agents …
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| 54337 |
SQL Generative MCP
Claim
Enables natural language querying of PostgreSQL databases under read-only mode,…
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| 54338 |
VaultPDF MCP
Claim
A local PDF manipulation server for AI agents that provides tools for merging, …
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| 54339 |
flow-team-mcp
Claim
Enables interaction with the Flow Team API through MCP clients, allowing endpoi…
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| 54340 |
fast_award_screener_mcp
Claim
Screens DIBBS RFQs for micro-purchase viability using deterministic logic witho…
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| 54341 |
CzechMedMCP
Claim
An MCP server with 60 tools connecting AI assistants to Czech healthcare databa…
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| 54342 |
UniFi MCP
Claim
Enables management of a local UniFi controller, including devices, clients, net…
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| 54343 |
TaobaoScraper MCP Server
Claim
An MCP server for scraping product data from Taobao/Tmall and JD.com, providing…
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| 54344 |
sourceright
Claim
reference and citation validation, verification, enrichment, replacement and im…
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| 54345 |
pcs-mcp
Claim
MCP server exposing ProCyclingStats teams, riders, and races data by scraping s…
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| 54346 |
Inkstone
Claim
Automatically extracts and indexes knowledge from AI sessions and files using l…
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| 54347 |
GameCodex
Claim
A game development MCP server with 950+ curated docs across 29 engines and 5 po…
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| 54348 |
localecheck
Claim
Verified locale data for AI agents: dates, phone numbers, currency formatting, …
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| 54349 |
else_when
Claim
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| 54350 |
memory-mcp
Claim
Enables reading, writing, and searching a local markdown-based memory store usi…
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