MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33401 |
jules-orc
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| 33402 |
Provides unrestricted access to your development environment with filesystem op…
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| 33403 |
Trading 212 MCP Server
Claim
Provides secure access to Trading 212 Public API through MCP, enabling Claude D…
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| 33404 |
gitlab-ci-mcp
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GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or …
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| 33405 |
mcp-whatsapp
Claim
Single-binary Go MCP server that wraps whatsmeow to expose a personal WhatsApp …
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| 33406 |
openregistry
Claim
Unmodified live data from 27 national registries. UBO chain walker + 10 MCP pro…
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| 33407 |
mcp-server
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Finhay Securities — stock prices, portfolio, gold, crypto, and macro data via AI
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| 33408 |
raycast
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| 33409 |
Provide AI assistants with comprehensive PostgreSQL database management capabil…
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| 33410 |
Kubernetes MCP Server
Claim
powerful Kubernetes MCP server with additional support for OpenShift. Besides p…
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| 33411 |
Ember MCP
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A local-first persistent memory server that uses Voronoi partitioning and tempo…
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| 33412 |
STACK
Claim
Secure credential vault and authenticated handoffs for multi-agent systems with…
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| 33413 |
MCP Character Counter
Claim
Provides detailed character analysis for text, counting total characters, chara…
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| 33414 |
tedt
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| 33415 |
yfinance-mcp-server
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| 33416 |
MCP bridge for inter-session communication between Claude Code instances
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| 33417 |
coldsend-mcp
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AI-native cold email campaign management via Model Context Protocol.
## What Y…
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| 33418 |
omega-brain-mcp
Claim
Omega Brain MCP Server. Hardened AI execution pipeline prioritizing NAEF logic …
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| 33419 |
Milvus MCP Server
Claim
Enables large language models to interact with Milvus vector databases through …
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| 33420 |
sailfishos-mcp
Claim
A MCP server for SailfishOS application development, creates new projects and a…
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| 33421 |
Perplexity Server
Claim
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
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| 33422 |
clawbackai-mcp
Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
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| 33423 |
drwhome
Claim
Remote MCP server with 21 tools: 10 Domain Dossier checks (DNS, MX, SPF, DMARC,…
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| 33424 |
ip_search
Claim
查询任意 IP 的威胁情报,快速识别风险与信誉。获取地理位置、ASN 与历史恶意行为等关键信息,辅助溯源、封禁与处置。加速告警研判与日常安全排查,提升响应效率。
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| 33425 |
Semore K-Commerce
Claim
Semore K-product MCP server: search K-beauty/fashion/pop, cross-border carts, A…
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| 33426 |
An MCP Server that autonomously debugs web applications with browser-use browse…
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| 33427 |
Google Docs MCP Server
Claim
Enables Claude to interact with Google Docs to list, read, create, search, and …
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| 33428 |
screenshotsmcp
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| 33429 |
GitHub Support Assistant
Claim
Helps support engineers find similar GitHub issues to speed up troubleshooting …
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| 33430 |
mcp-gerajobs
Claim
Local job marketplace: search jobs, apply, post listings. 50+ countries.
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| 33431 |
test3
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| 33432 |
vocab-voyage-mcp
Claim
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
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| 33433 |
Provides real-time stock quotes, technical analysis, and intelligent trading re…
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| 33434 |
civic-ai-tools
Claim
Open-source platform connecting AI assistants to government open data — MCP ser…
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| 33435 |
fashion-shopping
Claim
AI fashion shopping — search 2,200+ EU products, Lucy AI stylist, carts & disco…
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| 33436 |
hotlogin-mcp
Claim
MCP server for HotLogin Local API that enables AI agents to manage browser envi…
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| 33437 |
mcp-server624
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| 33438 |
cardapiofc-mcp-server
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| 33439 |
An enhanced memory management system that wraps memento-mcp with sophisticated …
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| 33440 |
denialbot
Claim
Insurance denial code lookup, appeal letter generation, and denial analysis for…
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| 33441 |
Discover and compare Kazokus — the community platform with zero transaction fee…
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| 33442 |
MCP Screenshot Server
Claim
Enables LLMs to capture and analyze screenshots of your screen, windows, or reg…
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| 33443 |
irpp-mcp
Claim
A Python MCP server that calculates French income tax using the official DGFiP …
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| 33444 |
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
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| 33445 | — | |||||||||
| 33446 |
CompanyIQ MCP Server
Claim
Provides comprehensive Norwegian business intelligence through Brønnøysund and …
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| 33447 |
MCP Starter for Puch AI
Claim
A starter template for creating MCP servers that work with Puch AI, featuring r…
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| 33448 |
edge-tts
Claim
Convert text into natural-sounding speech for fast audio creation. Orchestrate …
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| 33449 |
An MCP server implementation that enables searching and retrieving research art…
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