MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64051
haraldcb
Find sports bars showing live matches anywhere in the world. SportsBarWatch cov…
81
64052
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries for merge r…
81
64053
dantte-lp
MCP server for semantic search across the complete ObjectARX 2026 documentation…
N/A N/A
64054
la-rebelion
Enables developers to define, expose, and consume APIs using the Model Context …
N/A N/A
64055
mickpletcher
Enables Claude Desktop to read and control Home Assistant devices via natural l…
N/A N/A
64056
openshift-eng
A comprehensive, AI-powered performance analysis and monitoring platform for Op…
64057
ebartan
Provide a scaffold for building MCP servers with ease. Accelerate development b…
N/A N/A 95
64058
enrichlayer
Provides 25 tools to enrich company, person, contact, school, and job data via …
64059
bramleyjl
notion-mcp Claim
Personal Notion MCP server with tools for task management, wrapping the Notion …
64060
hello-vjvd
Bespoke cricket travel specialist with two decades of experience. Search tours,…
N/A N/A 95
64061
nikondrat
cctx-mcp Claim
An MCP server that provides structure-aware code analysis (symbol trees, depend…
N/A N/A
64062
yafldev
mcp Claim 1
Agent-first E2EE file transfer over MCP: move files between machines in one too…
N/A N/A 69
64063
Heretek-RE
re-winedbg Claim
Enables headless debugging of Windows executables from Linux/macOS hosts by orc…
N/A N/A
64064
lockon-n
An MCP server that provides access to WooCommerce REST API functionality, enabl…
N/A N/A
64065
ZYHB
Enables interaction with Feishu (Lark) multidimensional tables (Bitable) throug…
81
64066
jredondo-aden
Exposes Aden Aggregates submittal data as tools callable by Claude, enabling re…
81
64067
scottiesan
Enables AI assistants to create and manage development projects with structured…
81
64068
stijnVanHorenbeek
Local MCP server for focused Marten documentation retrieval with caching, searc…
N/A N/A
64069
pabgof
MCP server to read, write, create, and format Google Sheets via OAuth2 authenti…
N/A N/A
64070
mcp-jira-server Claim 2
MCP server for self-hosted Jira instance with Personal Access Token authenticat…
N/A N/A 81
64071
Sathvik-1007
A universal MCP server providing persistent, structured memory through a knowle…
N/A N/A
64072
CSOAI-ORG
Healthcare Ai Governance automation via MCP. Includes classify samd, check cds …
N/A N/A
64073
PkLavc
mcp-brasil Claim
Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…
81
64074
junter1989k-ai
Bahrain payments for AI agents — Benefit via Tap Payments. Never holds funds.
64075
bioanywhere
Enables AI assistants to interact with GitLab projects through natural language…
81
64076
Yenn503
NoctisAI Claim
Enables advanced malware development, threat intelligence analysis, and offensi…
81
64077
nickweedon
A Model Context Protocol (MCP) server for the Mouser Electronics API. Enables s…
N/A N/A
64078
tanmaysama
MCP server that filters Kubernetes warning/failure events and presents them to …
81
64079
Perseus-Computing-LLC
Live context MCP server: resolves git, services, and tests into agent context. …
N/A N/A
64080
aresyn
Durable MCP control plane for long-running Codex Desktop tasks.
N/A N/A
64081
l-agence
agence Claim
AI governance MCP server — policy enforcement, skills, memory, multi-LLM consen…
N/A N/A
64082
datasynx
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
N/A N/A
64083
sapientsai
Enables AI assistants to interact with Microsoft 365 services (users, mail, cal…
64084
yigitkonur
Enables AI assistants to perform comprehensive research by searching Google, mi…
81
64085
opportunity-co
Hosted MCP Claim
Integrate and extend LLM capabilities with external data and tools.
N/A N/A 95
64086
pmarmaroli
vocametrix Claim
Official MCP server for the Vocametrix voice analysis API. Gives AI assistants …
81
64087
LizzleChen
Your AI's DFW guide: events, appraisals, Dallas 311, crime, floods, schools, ut…
N/A N/A
64088
Pizone-ai
Acts as a secure gateway for remote MCP clients to interact with RSSFlow's loca…
64089
312-dev
Read-only MCP server for Rocket Money that lets you browse your accounts, trans…
N/A N/A
64090
anupmurali05
Exposes a tool to retrieve mocked documentation records from a simulated databa…
64091
ponderedw
Airflow MCP Claim
Enables natural language interaction with Apache Airflow for querying DAGs, mon…
64092
bradley-t-t
cryptofort Claim
Encrypted-at-rest credential vault with MCP server for agent credential lookup …
64093
cuongpo
Enable seamless interaction with the Rootstock blockchain through a standardize…
N/A N/A 95
64094
ROHWOOCHUL
test Claim
N/A N/A 95
64095
team-upgrade
This server acts as a bridge between your Notion workspace and your development…
N/A N/A 95
64096 N/A N/A 95
64097
MattJeff
Visa requirements for 39,585 passport-destination pairs in 15 languages.
N/A N/A
64098
FuJiGraphics
UniMCP Claim
Unity Editor MCP SDK that exposes Unity Editor capabilities as MCP tools, enabl…
N/A N/A 95
64099
KavinVetrivel
A Model Context Protocol (MCP) server that provides shipment tracking functiona…
64100
pipeworx-io
Enables querying Open Beauty Facts product data through natural language, using…
Showing 64051–64100 of 66447 servers