MCP Server Quality Scores

Independent quality analysis of 66291 public MCP servers

66291
Discovered
31699
Scored
2112
Verified
16953
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65851
Dousery
K8s_MCP Claim
An Model Context Protocol server that lets language models directly manage and …
N/A N/A
65852
choosemylo
Machine-learning-backed insurance premium estimates from Mylo, comparing 100+ c…
65853
nikhilb2
Bridges to a simple_invoicing FastAPI backend, exposing invoice, product, ledge…
65854
gustavorobertux
Provides time-aware greetings in multiple languages and timezones, with persona…
N/A N/A
65855
nikolaymokh-dev
Read-only MCP server for Yandex Metrika analytics, enabling report retrieval vi…
65856
sumithasb
Enables seamless integration with FHIR APIs for healthcare applications, allowi…
81
65857
deadcodedump
Expose Claim
Easily build MCP tools for Claude desktop app.
65858
reynaldovieira
mcp-server Claim
A demonstration MCP server for educational purposes, showcasing how to build an…
65859
dwarvesf
Manages project documentation and saves conversation logs within a target proje…
81
65860
cmendezs
German e-invoicing MCP server: ZUGFeRD 2.x, XRechnung 3.x, EN 16931, KoSIT vali…
N/A N/A
65861
AaLexUser
mcp-wait Claim
Provides a wait tool for AI agents to pause execution until a time duration ela…
N/A N/A
65862
yowmamasita
Enables AI assistants to send prompts to and receive responses from the ChatGPT…
N/A N/A
65863
vsdawkins-creator
Let any MCP client issue and verify EU AI Act Article 50 transparency receipts …
65864
Coding-Dev-Tools
click-to-mcp Claim
Converts any Python Click or Typer CLI into an MCP server automatically — zero-…
65865
1425sd
spine-mcp Claim
Local MCP server for automating Spine projects via the official CLI, enabling A…
N/A N/A
65866
AriOliv
Enables Claude Code sessions to communicate with each other, allowing discovery…
N/A N/A
65867
NeelContractor
Enables users to add, list, and summarize expenses, and exposes expense categor…
N/A N/A
65868
mateogon
Enables agents to search and download books from LibGen and Z-Library via MCP t…
N/A N/A
65869
Junhui20
mycal Claim
Malaysia public holidays, school terms, business days & a leave optimizer (13 t…
N/A N/A
65870
danyial
Schedule short-form video posts to YouTube and TikTok from Claude Desktop or an…
N/A N/A
65871
pipeworx-io
Provides access to the FBI National Stolen Art File (free, no auth) for queryin…
65872
ss0832
A minimal MCP server that provides a DuckDuckGo search tool with configurable r…
N/A N/A
65873
ceaksan
Local knowledge engine for codebases with hybrid search, knowledge graph, and i…
N/A N/A
65874
nichsedge
KSEI MCP Claim
An unofficial MCP server for accessing KSEI (AKSes) portfolio data, including c…
N/A N/A
65875
pavanbhatt19
Enables AI assistants to autonomously investigate and manage Sophos Channel Ser…
N/A N/A
65876
mnvkalyansambhana-tech
Provides comprehensive financial data and insights for stocks listed on BSE and…
65877
slepp
ssh-mcp Claim
An MCP server that gives AI agents SSH access to remote machines through your l…
N/A N/A
65878
thehzuo
web-gui-mcp Claim
A Python MCP server that allows your agent to outsource HTML generation and ren…
N/A N/A
65879
mattcoatsworth
A Model Context Protocol server for interacting with the Amazon Selling Partner…
65880
veithly
A meta-MCP server that dynamically manages and invokes any MCP server on the fl…
N/A N/A
65881
johnisanerd
Enables querying the Apify Store to retrieve structured data on public Actors i…
65882
0xCaptain888
ScoutAgent Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
65883
AccessLint
An MCP server for WCAG accessibility auditing in AI coding agents, providing to…
N/A N/A
65884
sabler
Enables MCP-capable clients to interact with UniFi Site Manager and UniFi Dream…
N/A N/A
65885
AOI-Future
secfeed Claim
Aggregates security intelligence feeds (vulnerabilities, news, threat intel) in…
65886
M00N7682
imugi Claim
Enables AI to capture, compare, and automatically patch frontend code against r…
N/A N/A
65887
mattiatrombella
gsheets-mcp Claim
A local MCP server that lets Claude read and write Google Sheets through the Go…
N/A N/A
65888 N/A N/A 95
65889
ewongz
Provides MCP servers for Claude to access fitness data from Strava and interval…
65890
skunkobi
MCP server for E.Leclerc Drive that enables searching products, managing a cart…
65891
dmang-dev
mcp-dolphin Claim
Drive the [Dolphin](https://dolphin-emu.org) GameCube/Wii emulator from any MCP…
N/A N/A
65892
jenkinsm13
resolve-mcp Claim
Comprehensive MCP server for DaVinci Resolve with 295+ tools to control project…
N/A N/A
65893
aditya17koushik
Enables searching for movies, checking Google Calendar for conflicts, and booki…
N/A N/A
65894
mehtaphysical13
Enables agents to extract clean structured JSON tables from any PDF with per-ce…
65895
dontuh3
Gives AI agents access to The Latent Lounge, an arcade, dueling hall, and philo…
65896
meimakes
Programmatic access to Apple Reminders via SSE, enabling creation, reading, upd…
N/A N/A
65897
lijunjie469
A modular RAG service framework that exposes tools like query_knowledge_hub, li…
65898
nukkerman2000
live2d-mcp Claim
An interactive desktop companion with a Live2D model that can be controlled via…
N/A N/A
65899
mydriver-paris
Enables booking premium private chauffeur transfers in Paris and across Europe …
N/A N/A
65900
schuettc
MixCraft Claim
Give Claude access to your music library. MixCraft is a hosted MCP server that …
Showing 65851–65900 of 66291 servers