MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29622
Scored
2112
Verified
16952
Complete

Last updated 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47951
achreftlili
Code Index Claim
SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
N/A N/A
47952
islem-zaraa
Enables AI assistants to create and manipulate PowerPoint presentations program…
N/A N/A
47953
acato
ebay-mcp Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
47954
droyad
sumo-mcp Claim
Enables searching Sumo Logic logs using the search_logs tool, with support for …
47955
mikegaruccio
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
N/A N/A 95
47956
erlio
invezgo Claim
N/A N/A 95
47957
rshivamrapid
test Claim
N/A N/A 95
47958 N/A N/A 95
47959
CSOAI-ORG
photography-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47960
Automations-Project
Perplexity AI search, reasoning, research, and compute - MCP server, dashboard,…
N/A N/A
47961
jamieday
is-even-mcp Claim
Helps AI agents determine whether a number is even or not.
N/A N/A
47962
linggen
linggen-mcp Claim
N/A N/A 95
47963
AutomateLab-tech
Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, Linke…
N/A N/A
47964
staruml
Enables creating diagrams or generating code from diagrams in StarUML via promp…
N/A N/A
47965
CSOAI-ORG
rag-knowledge-graph-mcp MCP server by MEOK AI Labs
N/A N/A
47966
vocab-voyage
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
81
47967
stfc
Provides k-point generation tools for Quantum ESPRESSO, enabling estimation of …
N/A N/A
47968
shad0wN1nja42
bhe_mcp Claim
Connects LLMs to BloodHound Enterprise for natural language attack path analysi…
N/A N/A
47969
yumeminami
Enables issue-to-code automation for GitHub and GitLab by connecting AI assista…
N/A N/A
47970
CSOAI-ORG
churn-predictor-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47971
TRINITY-21
Enables AI assistants to accept payments, verify transactions, and manage custo…
47972
0x67108864
A local-first MCP server providing persistent, searchable knowledge base via SQ…
N/A N/A
47973
ryu-727
An MCP server that provides comprehensive access to Salesforce Tooling API for …
47974
daniilpet
MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC…
N/A N/A
47975
Kitty-Punch
Enables perpetuals trading on the Nado DEX via the Ink chain, featuring multi-w…
N/A N/A 95
47976
vtxf
Aggregates multiple MCP services into a single unified interface with self-conf…
47977
michellelandon
A deliberately broken calculator MCP server that always returns double the corr…
N/A N/A
47978
driftsbot
drifts Claim
Multi-sensory AI experiences with time-locked progression and structured sensor…
N/A N/A 83
47979
augee99
mcp-weather Claim 1
An MCP server that provides [describe what your server does]
N/A N/A 95
47980
modus-agendi
Start, observe, and interact with Claude Managed Agents from any MCP client — l…
47981
bblietz
brs-docs-mcp Claim
MCP server for Roku BrightScript documentation and device control, enabling doc…
N/A N/A
47982
UnbearableDev
Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 1…
47983
dinnger
Carbono Claim
Enables AI to generate images by describing them with HTML using Tailwind CSS a…
N/A N/A
47984
Cope-Labs
selvo Claim
Linux CVE prioritisation: 16 MCP tools for scan, fleet, runtime, and PR-able fi…
N/A N/A 95
47985
artokun
comfyui-mcp Claim
MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, ma…
N/A N/A
47986
gopichand458
Provides multi-source vulnerability intelligence for AI-powered security operat…
47987
advisorfinder
Search, verify, and profile SEC-registered investment advisers. Powered by live…
N/A N/A 95
47988
chrischall
homes-mcp Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
N/A N/A
47989
Little-Grebe-Inc
The financial MCP for AI agents - 90+ financial tables, SEC filings, signals, a…
47990
troshenkov
An MCP server that provides senior-level code review, quality checks, security …
N/A N/A
47991
AlephantAI
alephant-mcp Claim
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…
N/A N/A
47992
deswong
openhab Claim
MCP server for OpenHAB v5+ that exposes the entire REST API as tools for AI mod…
47993
owenjeon
test Claim
N/A N/A 95
47994
hezeclark
devkits Claim
12 local developer tools: JSON, Base64, JWT, regex, hash, UUID, Markdown, diff,…
N/A N/A 95
47995
MrAliHasan
MCP-Maker Claim
Auto-generates MCP servers from any data source, enabling AI clients to query d…
47996 N/A N/A 95
47997
NoobyNull
A comprehensive production-ready MCP server with AI integration, plugin managem…
81
47998
sugarbug
Sugarbug Claim
Workflow intelligence that connects your fragmented tools -- Linear, GitHub, Fi…
N/A N/A 95
47999
moxiespirit
Futures volatility intelligence: forecasts, regime detection, signals, and anal…
N/A N/A 83
48000
RyanJamesStewart
prompt-time Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
N/A N/A
Showing 47951–48000 of 48148 servers