MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63051
nyxCore-Systems
ckb Claim
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol…
N/A N/A
63052
MauricioPerera
This MCP server enables AI assistants to interact with a SQLite database throug…
N/A N/A
63053
eljefedelrodeodeljefe
MCP server plugin for InvenTree, enabling AI assistants to interact with invent…
63054
netloc8
netloc8-mcp Claim
Model Context Protocol server for the NetLoc8 IP geolocation API. Gives AI assi…
63055
krukovsasa99
serena Claim
N/A N/A 95
63056
LeviReisJs
openi Claim
Enables searching biomedical images (X-rays, CT/MRI, clinical photos, etc.) fro…
63057
ghdquddnr
Enables enterprise database schema exploration and Spring Boot code generation …
N/A N/A
63058
cvsloane
Enables AI assistants to manage WordPress sites via the MainWP Dashboard REST A…
N/A N/A
63059
average-joe25
Opti-MCP Claim
Enables AI assistants to solve linear, integer, mixed-integer, and knapsack opt…
N/A N/A
63060
kalimuthu-a
Provides UI architecture analysis for converting Figma designs or web pages int…
N/A N/A
63061
ShamserulAwsGeek
Real-time US weather data via MCP tools: fetch weather alerts by state and fore…
63062
sandbox-technologies
Enables AI models to search, browse, and retrieve full content of OpenCode docu…
63063
cpatel1293
Enables AI systems to generate detailed, well-structured Product Requirements D…
63064
VirtualCoder0
A modular RAG (Retrieval-Augmented Generation) service framework with pluggable…
N/A N/A
63065
duhanjun
A MCP server that provides HTTP-based access to Tushare financial data, enablin…
63066
OSU-NLP-Group
ChemMCP Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
63067
3soos3
This MCP server wraps the SOLVE-IT digital forensics knowledge base, enabling L…
N/A N/A
63068
mawinnattapon
An MCP server for automated code review of GitHub pull requests. It checks secu…
63069
angrysky56
Enables creating, manipulating, and managing Mermaid diagrams with automatic sa…
N/A N/A
63070
thaleslaray
hotmart-mcp Claim
Enables querying Hotmart sales, subscriptions, members area, products, and coup…
63071
flowdot-llc
Connect any MCP-compatible AI client to the entire FlowDot platform, enabling m…
63072
mirastacklabs-ai
Governed MCP server for DMTF Redfish BMCs. Read-only by default; writes are opt…
N/A N/A
63073
UPDerechoIA
up-law-mcp Claim
A template for building legal MCP servers that enforces source citation to redu…
N/A N/A
63074
iamtemazhe
mcp-gdocs Claim
MCP server for Google Docs, Google Drive, and Comments with flexible authentica…
N/A N/A
63075
dhruvkej9
A unified set of developer tools including file search/replace, SQLite queries,…
N/A N/A
63076
plug-support
nhplug-mcp Claim
Enables Claude to call NH Investment & Securities Open API for Korean stock mar…
N/A N/A
63077
robconery
A read-only MCP server over the Cassini-Huygens mission dataset exposing tools …
63078
sharmas-dev
A calculator-focused MCP server with TypeScript and Zod validation, providing t…
N/A N/A
63079
DColl
A full-featured MCP server for the Etsy Open API v3 that enables managing an Et…
63080
h-ping
tdhc Claim
N/A N/A 95
63081
hydai
An open-source MCP server that aggregates Taiwan public data sources (data.gov.…
63082
weirdmachine64
Enables running Kali Linux security tools and commands in a containerized envir…
N/A N/A
63083
mikeysrecipes
An MCP server implementation that integrates with Freshdesk, enabling AI models…
N/A N/A
63084
Silicon-Store
Silicon MCP Claim
A Model Context Protocol server for the Silicon Product API that enables search…
63085
hkxiaoyao
Enables AI models to perform static taint analysis on Python code, detecting se…
N/A N/A
63086
skrul
Enables AI assistants to control Pro Tools via the PTSL gRPC API, providing ses…
N/A N/A
63087
jsynowiec
airly Claim
Enables natural language interaction with air quality data from Airly, includin…
63088
LuciferDono
An intelligent MCP server for Google Stitch that generates production-ready UI …
63089
Workforce-Cloud-Tech
Enables AI tools like Claude and Codex to access and manage Recruit CRM data in…
N/A N/A
63090
rrred0324
A business analysis MCP server with financial data, industry modeling, valuatio…
63091
Neo0ai
A coordinate-based semantic addressing system for AI agents, providing tools to…
63092
moisescabello
An unofficial MCP server that enables adding content to daily notes, creating n…
N/A N/A
63093 N/A N/A 95
63094
sawzhang
Bruin Claim
MCP server for AI agents to read, write, and organize notes in a local-first, h…
N/A N/A
63095
ag2-mcp-servers
Enables interaction with UCO Bank APIs through the Model Context Protocol, supp…
63096
universal-mcp
Provides a standardized interface to interact with Serpapi's search engine resu…
63097
jlh425
A Model Context Protocol server that enables AI assistants to perform CRUD oper…
N/A N/A
63098
agentic-devops
AI-powered MCP server for enterprise OpenShift/Kubernetes cluster management, p…
63099
therichkidcl-spec
Enables read and execution access to multiple MetaTrader 5 accounts, allowing a…
N/A N/A
63100
Mipiti
Lets AI coding agents generate and manage threat models, controls, assumptions,…
Showing 63051–63100 of 67291 servers