MCP Server Quality Scores

Independent quality analysis of 64153 public MCP servers

64153
Discovered
30362
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63051
suhnion
molon Claim
N/A N/A 95
63052
j-token
codex-mcp Claim
MCP server wrapping OpenAI Codex SDK to run Codex agents for code generation, d…
N/A N/A
63053
jovezhong
mcp-timeplus Claim 1
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka…
81
63054
zhang77-X
Enables AI coding assistants to control and inspect a live Chrome browser throu…
N/A N/A
63055
hyperpolymath
Unified MCP server for observability and monitoring, providing tools to query m…
63056
xiaobenyang-com
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
N/A N/A 95
63057
SignaTrustDev
Enables AI assistants to manage document signing workflows via natural language…
N/A N/A
63058
dsebastien
Enables programmatic control of Obsidian vaults via REST API and MCP server for…
N/A N/A
63059
Fish-Tacos
MCP commerce surface for compute credits, API keys, GPU instances, and cloud st…
63060
AbdulAziz001
crash-mcp Claim
A structured reasoning and problem-solving MCP server that helps track step-by-…
N/A N/A
63061
guillermo-salas
Ask the Market Anything. Stock & ETF Scoring Get the Danelfin AI Score (1–10) …
81
63062
yushuqiu1
Get quick greetings, add numbers instantly, and discover song recommendations. …
N/A N/A 95
63063
JacobJandon
sicry Claim
Enables AI agents to access Tor hidden services and the dark web through tools …
N/A N/A
63064
heewon-chung
Enables AI assistants to search and retrieve cryptographic research papers from…
63065
asancivieri
API Locker Claim
Encrypted credential vault with a 21-tool MCP server. Store and manage LLM API …
81
63066
arman1o1
A Model Context Protocol (MCP) server that exposes tools for exploring and quer…
N/A N/A
63067
CourtimusPrime
gopher Claim
Lead intelligence layer for AI agents. Discover and enrich B2B prospects from n…
N/A N/A
63068 N/A N/A 95
63069
SavantoAI
mcp-server Claim
Manage your Savanto store from your AI: catalog, content, prompts, and analytic…
63070
scjang01
Toss Securities (토스증권) Open API MCP server for the Korean stock market. Support…
N/A N/A
63071
ravintambimuttu-eng
Exposes publisher journalism to LLMs and agent frameworks via search, retrieval…
N/A N/A
63072
biocontext-ai
protocol-mcp Claim
Connects to wetlab protocol resources such as protocols.io, enabling users to a…
63073
leejaew
Wraps Korea Tourism Organization's Wellness Tourism API to let AI agents search…
63074
bboypoison159-7b43
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
81
63075
zzet
Gortex Claim
High-performance code graph and code intelligence engine. Index code base into …
N/A N/A 95
63076
jacobwjs
Enriches Claude with tools to generate brand-consistent images using OpenAI's g…
N/A N/A
63077
RapidMCP
wikimedia Claim
Enables natural language queries to search, retrieve, and explore Wikipedia and…
81
63078
aperswal
Motus Claim
Enables agents to search airports and find group meetup flights for multiple tr…
63079
jake-jiffi
palate Claim
The taste layer for AI website builders: real design taste from 270+ deeply-ana…
63080
clauxel
Approval receipts for AI browser purchases.
63081
borysttk
auth-vault Claim
MCP server for secure credential management, browser-based login automation, an…
N/A N/A
63082
airmang
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
N/A N/A 95
63083
AIWerk
MCP server for smallinvoice.ch — Swiss SME invoicing and accounting with 146 to…
63084
popoastier
Enables local AI agents to search, read, and manage a user's saved X likes and …
N/A N/A
63085
Thammasok
sample-mcp Claim
A sample MCP server built with Node.js and TypeScript, demonstrating the three …
N/A N/A
63086
aaron-pienza
Integrates Claude with Salesforce for natural language interactions with Salesf…
63087
birincsik-byte
Enables querying sprint board capacity and task data for a team, allowing Claud…
N/A N/A
63088
passiondev227
Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
63089
microsoft
test_mcp Claim
N/A N/A 95
63090
CSOAI-ORG
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
N/A N/A
63091
TychiWallet
Tychi MCP Claim
Agent-native self-custody wallet MCP: onboard, wallets, Arbitrum sends, policy-…
N/A N/A
63092
permacopia3223
MCP server providing code review, auto-fix, test running, linting, formatting, …
N/A N/A
63093
d3hl
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
63094
profitpather
Profitpather Claim
First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, l…
63095
dimasknitto
A Node.js server that runs a WebSocket relay and AI bridges (Cursor and OpenRou…
63096
blueblueeyes
Enables AI models to interact with SiYuan Note systems, allowing management of …
N/A N/A
63097
BrunoL28
Enables AI assistants to interact natively with MongoDB databases, including sc…
63098
liuwenlonghub
MCP server for integrating LimeAI capabilities into your workflow. Enables acce…
N/A N/A
63099
WhymustIhaveaname
Lightweight MCP server for Gmail and Google Calendar, enabling email and calend…
N/A N/A
63100
shenyuexin
AI-safe mobile device control via MCP: a policy-guarded, session-oriented mobil…
N/A N/A
Showing 63051–63100 of 64153 servers