MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29201
bobwares
A deployable server that implements the Model Context Protocol (MCP) on Cloudfl…
81
29202
suberbawer
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
N/A N/A 95
29203
RonsDad
Enable AI-powered web browser automation with natural language commands. Contro…
N/A N/A 95
29204
donghunee
Hello Claim
Create quick, personalized greetings by name. Test workflows and integrations w…
N/A N/A 95
29205
MariaDB
mcp-kp Claim
N/A N/A 95
29206
QuentinCody
Provides access to NCBI's scientific databases including E-utilities, PubChem, …
81
29207
ycdvll
Connect AI agents to licensed financial intermediaries in France: insurance, cr…
81
29208 N/A N/A 95
29209
ebarros23
Provides access to comprehensive U.S. and international energy data from the EI…
81
29210
JoseAyobami
An MCP server that allows Claude Desktop to query Monad testnet for MON token b…
N/A N/A 95
29211
cbuntingde
Enables agents to maintain persistent memory through three-tiered architecture:…
N/A N/A 95
29212
blockehh
Expose Twilio's APIs to AI assistants and tools supporting the Model Context Pr…
N/A N/A 95
29213 N/A N/A 95
29214
baiyajin
Enables AI-assisted reverse engineering and debugging through x64dbg integratio…
N/A N/A 95
29215
Kalypsokichu-code
Enables the generation, management, and validation of Apple Shortcuts (.shortcu…
81
29216
vedaterenoglu
Enables secure MCP server functionality with Clerk authentication and user-spec…
81
29217
Skynotdie
A system that localizes Model Context Protocol (MCP) functionality, integrating…
N/A N/A 95
29218
chestnutforty
Provides access to Google Trends search interest data with backtesting support,…
81
29219 N/A N/A 95
29220
kongyo2
Provides comprehensive development tools for FastMCP projects including documen…
81
29221
manar.benkraouda
browserbase Claim
N/A N/A 95
29222
AnCode666
ine-esp-mcp Claim
N/A N/A 95
29223 N/A N/A 95
29224 N/A N/A 95
29225
elevanaltd
Enables interaction with SmartSuite workspace data through natural language, pr…
81
29226
Counterbalance-Economics
Retell Voice Claim
Manage calls, numbers, voices, and agents on Retell to build and run phone and …
N/A N/A 95
29227
covertlabsaus
Colab MCP Claim
Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
N/A N/A 95
29228 N/A N/A 95
29229
kodey-ai
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
N/A N/A 95
29230
brettvtcrowe
Enables deep analysis of SEC EDGAR filings through universal company search, do…
81
29231 N/A N/A 95
29232
simonblanco
kanban Claim
N/A N/A 95
29233
seejux
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
81
29234
Certifier MCP Claim 1
Official MCP server for Certifier to issue, manage, and track certificates and …
67
29235
matteo-gabrielli
weather-mcp Claim
N/A N/A 95
29236 N/A N/A 95
29237
PizzaYx
A Model Context Protocol server for Dify that provides culture-related services…
N/A N/A 95
29238
ykq007
A unified MCP server for Tavily and Brave Search APIs that features automatic A…
81
29239
aphraz
A simple MCP server that provides read-only access to Cloudways hosting resourc…
81
29240
catchintent Claim 1
AI-native social listening. Monitor buying signals and run GTM workflows via na…
67
29241
ARJ999
Enables AI agents to query and retrieve public statistical data from Data Commo…
81
29242
suzuya-kaoru
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
81
29243
SamuraiBuddha
A neuromorphic visual processing system that combines visual memory storage wit…
N/A N/A 95
29244
Evaluates UI designs for WCAG accessibility issues automated scanners miss. Pai…
67
29245 N/A N/A 95
29246
kazuph
A server that allows interaction with Google's Gemini AI through the Gemini CLI…
N/A N/A 95
29247
33jrdd
Enables AI assistants to interact with running Roblox game instances by inspect…
N/A N/A 95
29248
MCP-Mirror
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
81
29249
johnneerdael
netskope-mcp Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
81
29250
purlieu-studios
Analyzes Godot game projects to enforce ECS architecture patterns, automaticall…
N/A N/A 95
Showing 29201–29250 of 30006 servers
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