MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54951
seeincodes
Enables AI agents to search, price, order, and monitor satellite imagery from t…
54952
Syntria-ai
A sovereign, six-layer permanent memory system that provides users with a struc…
81
54953
jiashengguo
Enables auto-generated CRUD operations with authentication and authorization fo…
54954
loryanstrant
CaddyUI MCP Claim
Enables inspection and management of Caddy reverse proxy configuration via Cadd…
54955
solatis
An MCP server that provides a flexible lens into directory structures and files…
N/A N/A
54956
Repliers-io
Provides AI assistants access to real-time MLS data via the Repliers API, enabl…
54957
abhilashdk2016
A remote MCP server template for Cloudflare Workers that enables deploying cust…
54958
adiezsuzy
Enables chatting with the SuzyQ research co-pilot directly from Cursor IDE, sup…
N/A N/A
54959
ankitbhatnagartech
A decoupled, stateful MCP server and HTTP REST Gateway styled as a Banking Cred…
54960
chanrute
Enables uploading files to MinIO (S3 compatible) via MCP tools. Supports Base64…
54961
lambdamechanic
Provides access to CISA's Known Exploited Vulnerabilities catalog via the Model…
N/A N/A
54962
PlumyCat
An MCP server that gives Claude persistent memory by storing conversation conte…
54963
MakiDevelop
mdMCP Claim
Turns Markdown files into local MCP servers, enabling users to define and run t…
N/A N/A
54964
Mohammed-saad-riyan
Enables AI agents to fully control Blender through 50+ tools for 3D modeling, a…
N/A N/A
54965
gemmy-jaeheon
Notion API MCP server for Claude Code to manipulate Notion pages, blocks, and d…
54966
Ashprakash
cortexmem Claim
Persistent memory for AI coding agents. Builds semantic memory from git history…
N/A N/A
54967
Hassenamri005
mix_server Claim
Enables AI assistants to interact with local CSV and Parquet data files through…
N/A N/A
54968
kts982
acli-helper Claim
A multi-agent MCP server that enables AI coding agents (Claude Code, Codex CLI,…
N/A N/A
54969
vichhka-git
A Python MCP server that decompiles Android APK/XAPK/JAR/AAR files and extracts…
N/A N/A
54970
daanjonk
Universal MCP server for all Kie AI image generation and editing models, enabli…
54971
davidmosiah
Agent-readiness scorecard for any MCP server: protocol checks, 0-100 score and …
54972
raccioly
DocGuard Claim
DocGuard, an official, zero-dependency Node.js MCP server (npm: docguard-cli, d…
N/A N/A
54973
landedjobs
Search AI-native jobs, prepare applications, and study for interviews — from an…
54974
SterlingChin
Helps users easily create new MCP servers by providing documentation, templates…
N/A N/A
54975
Gindhar2112
frida-mcp Claim
Automates Android app analysis using Frida via AI commands, connecting a rooted…
N/A N/A
54976
jazzsequence
5eMCP Claim
Enables D&D 5e game masters and players to access complete game reference data,…
N/A N/A
54977
ayush1298
MCP server for processing raw book notes into structured, searchable knowledge …
N/A N/A
54978
superpower-growth
Provides access to Meta Marketing API for comprehensive ad analytics and AI-pow…
N/A N/A
54979
Jiraiya8
MCP server for flomo that enables AI tools to quickly add notes to your flomo a…
54980
Socialpranker
netops-mcp Claim
Diagnose connectivity and inspect tunnels locally from your AI assistant.
N/A N/A
54981
IvanYangYangXi
让 DCC 工具通过 MCP 协议接入 AI Agent 的桥接框架 | Bridge DCC tools to AI Agents via MCP prot…
N/A N/A
54982
Isco0819
vault-mcp Claim
Exposes OS keychain or AES-256-GCM encrypted file secrets as MCP tools, allowin…
N/A N/A
54983
openwong2kim
wmux Claim
A native Windows terminal multiplexer with MCP bridge for AI agents, enabling b…
N/A N/A
54984
disoardi
MCP server for Cloudera Manager and CDP cluster administration, enabling monito…
54985
Finance-LLMs
Enables users to interact with the Upstox trading API via natural language to r…
54986
rootsbymenda
Enables checking food additive safety, nutrition profiles, pesticide residues, …
54987
nayagamez
Bridges OpenAI Codex CLI to any MCP client, allowing headless Codex sessions vi…
N/A N/A
54988
my13each
Enables free local image generation from Claude Desktop/Claude Code using the D…
N/A N/A
54989
DayMoonDevelopment
Enables AI assistants to interact with the Post For Me API, allowing them to ex…
N/A N/A
54990
eghuzefa
Enables data engineers and BI professionals to perform data pipeline developmen…
N/A N/A
54991
Reviewable workspace discovery and private HTML review creation via stdio MCP.
N/A N/A 81
54992
chochinlu
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
N/A N/A
54993
mukung26
Enables AI assistants to send and retrieve messages, access employee informatio…
N/A N/A
54994
artvandelay
Enables AI assistants to access and query ARTPARK's public health datasets incl…
N/A N/A
54995
alexalexalex222
A referee for self-improving AI agent loops that mines past sessions for effect…
N/A N/A
54996
pipeworx-io
mcp-hash Claim
Provides cryptographic hash and HMAC computation for text, supporting algorithm…
54997
Semsemq
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
54998
EnrowAPI
Enables AI assistants to find and verify professional emails and phone numbers …
N/A N/A
54999
QuangThai
Enables text-only coding agents to analyze local images using a dedicated visio…
N/A N/A
55000
pmankineni
Enables AI assistants to interact with SAP Datasphere for data exploration, que…
Showing 54951–55000 of 67226 servers