MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37201 |
cti-mcp-server
Claim
Provides threat intelligence tools like IoC lookups, event backtracking, and IP…
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| 37202 |
Enables AI agents to control CST Studio Suite for 3D electromagnetic simulation…
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| 37203 |
126 Email SMTP Server
Claim
Send emails securely using the 126 email service with SMTP support. Enable send…
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| 37204 |
fine-tuning-os
Claim
A zero-data MCP server for LLM fine-tuning, providing 64 tools across 10 dimens…
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| 37205 |
Demo MCP Server
Claim
A learning-purpose MCP server providing tools for arithmetic calculation, curre…
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| 37206 |
nyc-friend
Claim
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| 37207 |
mcp-semver
Claim
Provides semantic versioning tools to parse, compare, and check range satisfact…
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| 37208 |
AutoManus MCP Server
Claim
Enables creating and deploying AI sales agents to WhatsApp and Webchat from AI …
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| 37209 |
telnyx-mcp-aws
Claim
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| 37210 |
Joint Chiefs
Claim
Multi-model AI code review with structured debate. OpenAI, Gemini, Grok, and Cl…
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| 37211 |
MyFitnessPal MCP Server
Claim
Enables AI assistants to interact with MyFitnessPal data including food diary, …
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| 37212 |
MCP Server Suite
Claim
This suite provides five production-ready MCP servers for restaurant orders, we…
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| 37213 |
mcp-feedback-enhanced
Claim
MCP server providing feedback-oriented development workflows with a Web UI and …
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| 37214 |
video-studio-mcp
Claim
MCP server enabling AI agents to generate AI videos and images, analyze video c…
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| 37215 |
mcp-bytesmith
Claim
Local byte-wrangling toolbox: encoding (hex/Base64/Base32/Base58/Base45…), cryp…
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| 37216 |
Connects MCP clients like Claude Desktop and GitHub Copilot to Omada Identity G…
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| 37217 |
verify-action
Claim
Verify AI agent tool calls with content-addressed, HMAC-attested receipts.
Free…
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| 37218 |
sheepit-mcp
Claim
MCP server that lets Claude, Cursor, or any MCP-compatible client drive Sheepit…
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| 37219 |
flox-mcp
Claim
MCP server for the FLOX trading systems framework. ~30 tools to run backtests, …
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| 37220 |
oci-mcp-server
Claim
Enables natural-language access to Oracle Cloud Infrastructure resources, allow…
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| 37221 |
Provides fast file searching across Windows, macOS, and Linux using platform-na…
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| 37222 |
loggly-mcp-server
Claim
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| 37223 |
WayCast
Claim
Enables turning any company URL into a vertical brand film with script, voiceov…
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| 37224 |
mcp_canadiantire
Claim
Enables searching Canadian Tire's product catalogue, checking product details, …
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| 37225 |
Enables AI assistants to perform Active Directory reconnaissance by enumerating…
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| 37226 |
mcp-server-251215
Claim
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| 37227 |
Wawp MCP Server
Claim
Enables AI models to interact with WhatsApp instances through the Wawp API, all…
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| 37228 |
mcp-ai-brain
Claim
Persistent memory for AI coding agents with local-first, zero-cost, privacy-fir…
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| 37229 |
SSH MCP Server
Claim
Enables AI to execute commands on remote hosts via SSH, supporting password and…
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| 37230 |
Enables automated searching and commenting on Xiaohongshu with AI-generated com…
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| 37231 |
PostgreSQL MCP Server
Claim
Enables interaction with PostgreSQL databases through resources, tools, and pro…
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| 37232 |
Voicenotes MCP
Claim
Enables seamless interaction with Voicenotes through natural language, allowing…
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| 37233 |
mcp-transport-feeds
Claim
Enables browsing and fetching transport and mobility news feeds from curated so…
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| 37234 |
aigroup-finnhub-mcp
Claim
A Node.js MCP server that wraps the Finnhub API to provide stock market data, t…
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| 37235 |
barcoding-mcp
Claim
Enables encoding 100+ barcode symbologies and decoding common 1D/2D formats, pl…
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| 37236 |
Generates images using OpenRouter models and retrieves user-uploaded images fro…
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| 37237 |
transcend
Claim
A code-intelligence MCP server for coding agents that combines a static reposit…
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| 37238 |
MCP Learning Server
Claim
A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes f…
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| 37239 |
deepseek-mcp
Claim
Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…
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| 37240 |
IDB-MCP
Claim
MCP server to control iOS simulators for automation, enabling device management…
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| 37241 |
voog-mcp
Claim
MCP server for Voog CMS enabling management of Liquid templates, pages, product…
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| 37242 |
mcp-api-tests
Claim
Starter scaffold for a workshop to build an MCP API testing server, intended to…
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| 37243 |
Provides comprehensive M/M/1 queuing system simulation capabilities including t…
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| 37244 |
Hyperplexity
Claim
# Hyperplexity — AI Research Tables with Citations and Confidence Scores
**Tur…
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| 37245 |
keka-mcp-server
Claim
MCP server for the Keka HRM API, enabling HR operations like employee managemen…
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| 37246 |
thalovant-mcp
Claim
MCP server for Thalovant control-plane and hub runtime APIs, supporting local s…
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| 37247 |
tavily-mcp
Claim
MCP server providing search, extract, map, and crawl tools powered by Tavily fo…
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| 37248 |
korral-mcp
Claim
MCP server that lets a Duvo agent talk to Korral's StoreLink API, enabling cate…
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| 37249 |
A Model Context Protocol server that provides semantic search and intelligent a…
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| 37250 |
@chainpayto/mcp-server
Claim
Enables AI agents to directly operate ChainPay cryptocurrency payment system, i…
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