MCP Server Quality Scores

Independent quality analysis of 61082 public MCP servers

61082
Discovered
30024
Scored
2112
Verified
16953
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30151
HaoNgo232
Give your AI coding agents the superpower to observe your NestJS application's …
N/A N/A
30152
fastmcp-me
MCP server providing seamless integration with Trino and Iceberg for advanced d…
30153
preedew17
Enables AI assistants to save and search bookmarks using OpenAI's RAG capabilit…
N/A N/A
30154
lhbDesign
Generates TypeScript types for API functions from Swagger/OpenAPI documents, en…
N/A N/A
30155 N/A N/A 95
30156
baba786
An MCP server implementation that integrates with Angle One APIs to provide sta…
81
30157 N/A N/A 95
30158
fulcrum-governance
fulcrum Claim
AI governance MCP server for policy enforcement, cost control, and observabilit…
N/A N/A 83
30159
cyanheads
Search and query 8,933 Eurostat datasets — EU economy, demography, trade, and N…
30160
NUDG3-AI
Query your Nudg3 brand visibility across ChatGPT, Claude, Gemini, AI Overviews,…
30161
duvoai
Duvo MCP Claim
Governed retail, FMCG, and CPG operational tools: runs, cases, approvals, audit…
30162
otaviosenne
Enables AI agents to fully control Google Chrome: navigate, click, fill forms, …
N/A N/A
30163
tepesama
Reprise Claim
Un-flattens flat AI designs into editable layers with bit-perfect reproduction …
30164
mailbuttons
Mailbuttons Claim
Governed email for AI agents: sandbox inboxes, server-side policy gate, tamper-…
30165
colossal-api
subradar Claim
81
30166
rsp2k
Enables AI assistants to analyze OpenReplay session recordings for user behavio…
30167
mnemexa
Mnemexa MCP Claim
Provides persistent, self-optimizing memory for AI agents, enabling them to rem…
30168
andyarntsen-alt
Enables AI agents to search and retrieve Norwegian company data from the Brønnø…
N/A N/A
30169
MohamedElashri
An MCP server that integrates InspireHEP high-energy physics literature with LL…
30170
DGOnlineCode
Medicare rates, hospital quality, and dispute scenarios from six federal public…
30171
hermai-ai
hermai-mcp Claim
Dedicated Hermai MCP server for schema lookup, request intake, and workflow cla…
N/A N/A
30172
pipeworx-io
Enables querying US EPA Envirofacts data using natural language, providing acce…
30173
luccakazan
A template for deploying authentication-free MCP servers on Cloudflare Workers …
81
30174
elara-labs
Index your codebase. AI searches instead of re-reading files. 94% token savings.
N/A N/A
30175
foggy-projects
A semantic layer query engine with MCP support, enabling AI assistants to query…
30176
fastmcp-me
mcp-sentry Claim
A Model Context Protocol server that enables retrieving and analyzing Sentry is…
30177
Xiangyu-Li97
Enables security researchers to evaluate AI system defenses against prompt inje…
N/A N/A
30178
doshirush1901
ira-universe Claim
Public-safe visitor MCP for Claude Code and Cursor that explains what Ira is, h…
N/A N/A
30179
CariotInc
Enables querying Cariot APIs for fleet management data, including alcohol check…
30180
MCPWorks-Technologies-Inc
MCPWorks Claim
Cuts AI token costs by running user code in a secure sandbox, so data never ent…
30181
geopopos
MCP server for the NewsBreak Business API that enables analytics, reporting, an…
30182
alezmad
claudemesh Claim
Enables Claude Code agents to communicate and share context across sessions via…
30183
jim-agent
Enables AI assistants to deploy, initialize, and upgrade NEAR smart contracts w…
N/A N/A
30184
eduard256
Exposes OpenAI's gpt-image-2 and gpt-image-1.5 to Claude Code as a single tool …
N/A N/A
30185
BeBraveBeKind
Pre-install trust layer for MCP servers, AI skills, and npm packages. Scores an…
N/A N/A
30186
lithtrix
Identity, memory, trust, and swarm primitives for AI agents. MIRC base always f…
N/A N/A
30187
cyanheads
Search, compare, and analyze U.S. college data — costs, earnings, programs, and…
N/A N/A
30188
hmmroger
An MCP server for managing and querying RSS/news feeds, enabling real-time fetc…
30189
tuanknguyen
Guides agents through structured workflows with predefined steps, allowing for …
N/A N/A
30190
GlossMod
GlossModMCP Claim
为Claude和其他LLM应用提供3DM Mod网站的数据访问能力,让用户可以通过自然语言查询和获取Mod信息。
30191
trantuandat0305
Connects to Moodle API to enable a voice robot to query student information suc…
30192
jenkinsm13
resolve-mcp Claim
Comprehensive MCP server for DaVinci Resolve with 295+ tools to control project…
N/A N/A
30193
srotzin
MCP server for Hive Prior patent priority timestamping, enabling content disclo…
30194
delorenj
AI-powered MCP server that analyzes project structures to create optimized task…
30195
andreidore
A Model Context Protocol (MCP) server that provides comprehensive Datadog monit…
30196
mattlgroff
Single-file HTTP MCP server for Petfinder's API to find adoptable pets and anim…
30197
counterbeing
Enables AI assistants to manage recipes, meal plans, and shopping lists in Meal…
30198
rhyspenn
askme-cli Claim
An MCP server that provides a user confirmation interface for AI assistants via…
N/A N/A
30199
masamitsu-konya
mindnode-mcp Claim
Enables reading and writing MindNode mind maps directly by parsing their on-dis…
N/A N/A
30200
pipeworx-io
mcp-serper Claim
Enables Google Search, News, and Places queries via the Serper API, integrated …
Showing 30151–30200 of 61082 servers
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