MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37201
TopCaver
Provides threat intelligence tools like IoC lookups, event backtracking, and IP…
37202
guardianer9-debug
Enables AI agents to control CST Studio Suite for 3D electromagnetic simulation…
N/A N/A
37203
tanwenxin
Send emails securely using the 126 email service with SMTP support. Enable send…
N/A N/A 95
37204
Casius999
A zero-data MCP server for LLM fine-tuning, providing 64 tools across 10 dimens…
37205
hellozexi
A learning-purpose MCP server providing tools for arithmetic calculation, curre…
37206
Auxin-io
nyc-friend Claim
N/A N/A 95
37207
pipeworx-io
mcp-semver Claim
Provides semantic versioning tools to parse, compare, and check range satisfact…
37208
automanus-io
Enables creating and deploying AI sales agents to WhatsApp and Webchat from AI …
37209 N/A N/A 95
37210
djfunboy
Joint Chiefs Claim
Multi-model AI code review with structured debate. OpenAI, Gemini, Grok, and Cl…
N/A N/A
37211
AdamWalt
Enables AI assistants to interact with MyFitnessPal data including food diary, …
37212
Shubhikatiya
This suite provides five production-ready MCP servers for restaurant orders, we…
37213
Dwsy
MCP server providing feedback-oriented development workflows with a Web UI and …
37214
Joshuayang228
MCP server enabling AI agents to generate AI videos and images, analyze video c…
N/A N/A
37215
laszlopere
Local byte-wrangling toolbox: encoding (hex/Base64/Base32/Base58/Base45…), cryp…
N/A N/A
37216
OmadaIdentity
Connects MCP clients like Claude Desktop and GitHub Copilot to Omada Identity G…
N/A N/A
37217
Armada735
Verify AI agent tool calls with content-addressed, HMAC-attested receipts. Free…
37218
sheepit-ai
sheepit-mcp Claim
MCP server that lets Claude, Cursor, or any MCP-compatible client drive Sheepit…
37219
FLOX-Foundation
flox-mcp Claim
MCP server for the FLOX trading systems framework. ~30 tools to run backtests, …
N/A N/A
37220
sauryadas
Enables natural-language access to Oracle Cloud Infrastructure resources, allow…
37221
fastmcp-me
Provides fast file searching across Windows, macOS, and Linux using platform-na…
N/A N/A
37222 N/A N/A 95
37223
xcodethink
WayCast Claim
Enables turning any company URL into a vertical brand film with script, voiceov…
37224
sstepanovvl
Enables searching Canadian Tire's product catalogue, checking product details, …
37225
schwarztim
Enables AI assistants to perform Active Directory reconnaissance by enumerating…
37226 N/A N/A 95
37227
Whatsapp-Automation-web-platform
Enables AI models to interact with WhatsApp instances through the Wawp API, all…
N/A N/A
37228
nawkarpravinp-bit
mcp-ai-brain Claim
Persistent memory for AI coding agents with local-first, zero-cost, privacy-fir…
N/A N/A
37229
plmi
Enables AI to execute commands on remote hosts via SSH, supporting password and…
37230
iflow-mcp
Enables automated searching and commenting on Xiaohongshu with AI-generated com…
N/A N/A
37231
CyprianFusi
Enables interaction with PostgreSQL databases through resources, tools, and pro…
37232
mayankbohradev
Enables seamless interaction with Voicenotes through natural language, allowing…
37233
pipeworx-io
Enables browsing and fetching transport and mobility news feeds from curated so…
37234
jackdark425
A Node.js MCP server that wraps the Finnhub API to provide stock market data, t…
37235
cordfuse
Enables encoding 100+ barcode symbologies and decoding common 1D/2D formats, pl…
37236
nguyen1oc
Generates images using OpenRouter models and retrieves user-uploaded images fro…
37237
ldippo
transcend Claim
A code-intelligence MCP server for coding agents that combines a static reposit…
N/A N/A
37238
abhishekmishra06
A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes f…
N/A N/A
37239
arizen-dev
deepseek-mcp Claim
Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…
37240
askui
IDB-MCP Claim
MCP server to control iOS simulators for automation, enabling device management…
N/A N/A
37241
runnel
voog-mcp Claim
MCP server for Voog CMS enabling management of Liquid templates, pages, product…
37242
slawekradzyminski
Starter scaffold for a workshop to build an MCP API testing server, intended to…
N/A N/A
37243
kiyoung8
Provides comprehensive M/M/1 queuing system simulation capabilities including t…
N/A N/A 95
37244
hyperplexity
Hyperplexity Claim
# Hyperplexity — AI Research Tables with Citations and Confidence Scores **Tur…
81
37245
huebnermarketing
MCP server for the Keka HRM API, enabling HR operations like employee managemen…
N/A N/A
37246
thalovant
MCP server for Thalovant control-plane and hub runtime APIs, supporting local s…
37247
BACH-AI-Tools
tavily-mcp Claim
MCP server providing search, extract, map, and crawl tools powered by Tavily fo…
37248
ilyadurov97
korral-mcp Claim
MCP server that lets a Duvo agent talk to Korral's StoreLink API, enabling cate…
37249
ariburaco
A Model Context Protocol server that provides semantic search and intelligent a…
37250
chainpayto
Enables AI agents to directly operate ChainPay cryptocurrency payment system, i…
Showing 37201–37250 of 67181 servers
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