MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45051
NOTTIBOY137
PoC: Open Registry supply chain — unvetted server listing (security research)
N/A N/A 95
45052
breezykalama
An experimental MCP server that lets AI agents interact with guarded payment wo…
45053
openar-pt
@openar/mcp Claim
MCP server for Portuguese Parliament open data, enabling AI agents to access le…
45054
MCPServings
Search arXiv, Semantic Scholar & OpenAlex, read full arXiv text, plus image-to-…
45055
McSlaine
AI agent access to website analytics, session replay, and anomaly detection.
N/A N/A 83
45056
elliot-evno
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
45057
cmendezs
Spanish e-invoicing MCP server: VERI*FACTU, Facturae/FACe, SII, Crea y Crece B2…
N/A N/A
45058 N/A N/A 95
45059
kmnis
Smithery Claim
Enable dynamic integration of language models with external data and tools thro…
N/A N/A 95
45060
v4lheru
An enhanced Model Context Protocol server that enables AI assistants to interac…
81
45061
michaelradigan-cpc
cpassist-mcp Claim
N/A N/A 95
45062
vakharwalad23
Enables AI clients to interact with Google services (Gmail, Calendar, Drive, Ta…
45063
dreamchaser.esque
sss Claim
N/A N/A 95
45064
KTCrisis
flux7-mesh Claim
Guardrail sidecar proxy between AI agents and their MCP/REST/CLI tools. Policy …
45065
LuotoCompany
Enables AI agents to programmatically interact with a Miro board through the Mi…
45066
nso-india
Provides AI-ready access to Indian government statistics through MCP, enabling …
45067
mcpflow
MCP server for managing Netlify sites, enabling operations such as creating sit…
N/A N/A
45068
Devparihar5
A comprehensive MCP server for Atlassian Jira that enables AI assistants to man…
N/A N/A
45069
amrinder847
cipher-x402-mcp Claim 1
An MCP server exposing 8 Solana, crypto, and macro tools to any MCP client (Cla…
N/A N/A 95
45070
amcharrett-6als
qualitycoach Claim
Quality Coach MCP server that provides tactical advice on improving code reposi…
81
45071
taka392
discord-mcp Claim
MCP server for interacting with Discord via REST API, enabling guild, channel, …
45072
blofin
blofin-mcp Claim
Provides 40 tools for BloFin cryptocurrency exchange, enabling market data, acc…
45073
novyxlabs
novyx-mcp Claim
Persistent AI agent memory with rollback, audit trails, semantic search, and kn…
95
45074
NacoSolutions
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
N/A N/A 95
45075
Limex-HQ
limex-mcp Claim
Enables research queries and billing management through the Limex hosted API.
N/A N/A
45076
justpoypoy
mcp-database Claim
MCP server for connecting to databases (PostgreSQL, MySQL, SQL Server, Redis) e…
N/A N/A
45077
pawankumar94
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
N/A N/A
45078
Wolflangis
Video Loom Claim
Turn audio or text into a finished AI music video: narrative, multi-provider cl…
45079
meshy-dev
Enables AI agents to create, manage, and download 3D models, textures, images, …
N/A N/A
45080
AlexZeitler
Aceto Claim
A local dev server with MCP interface for building HTML mockups together with a…
N/A N/A
45081
YiyangLi
Enables Claude to manage Okta organizations, including users, groups, and appli…
45082 N/A N/A 95
45083
chrismbryant
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
N/A N/A
45084
sekskate56
A simple MCP server for interacting with Marinade Finance on Solana, providing …
N/A N/A
45085
guyru
Provides AI assistants with access to Linux man pages for searching, retrieving…
N/A N/A
45086 N/A N/A 95
45087
kiarashedraki
An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via…
45088
alphaiterations
mcp-server Claim
An MCP server that provides weather and web search tools, orchestrated by a Lan…
N/A N/A
45089
Bilel-Eljaamii
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
N/A N/A
45090
baba786
An MCP server implementation that integrates with Angle One APIs to provide sta…
81
45091
ndl-systems
kevros-mcp Claim
Governance primitives for autonomous agents — verify actions against policy, re…
81
45092
sandraschi
Conversational AI control for Software Defined Radio via the Model Context Prot…
N/A N/A
45093
Ultrathink-Solutions
Aggregates tools from multiple upstream MCP servers and exposes them through 4 …
N/A N/A
45094
bwads001
An MCP server that provides tools for searching and analyzing Claude Code conve…
N/A N/A
45095
garystafford
Enables AI agents to search for stock photography based on current location and…
45096
SteveRadich
A basic MCP server for deployment to Amazon Bedrock AgentCore Runtime, enabling…
45097
thierryvm
Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, …
N/A N/A
45098
faressoft
Enables AI agents to execute SQL queries and explore Snowflake databases using …
45099
kannandreams
A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI int…
N/A N/A
45100
jdc94
Enables security researchers to interact with Intigriti's bug bounty platform t…
Showing 45051–45100 of 45235 servers