MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52801
luminarylane
Connects MCP clients to the Google Search Console API, enabling search analytic…
52802
TechNickAI
Machina Claim
AI's home on your Mac: gives AI agents remote access to iMessage, Notes, Remind…
52803
code4history
MCP server for IIIF integration, enabling image fetching, manifest exploration,…
52804
Vicks9070
datadog-mcp Claim
Enables AI assistants to query and manage Datadog observability data including …
52805
dawa
A proof-of-concept MCP server implementing OAuth 2.1 authorization with CIMD cl…
N/A N/A
52806
XXXxx7258
MCP server for 萌娘百科 (Moegirl Wiki) that allows searching entries and fetching p…
52807
officechbusinessservices-creator
An MCP server that recommends tech stacks for your project. Describe what you'r…
52808
ankur106
Enables AI assistants to start and manage LLDB debugging sessions, including lo…
N/A N/A
52809
LewenW
Cross-project memory sharing for Claude Code and Cowork. Stop teaching Claude t…
N/A N/A
52810
Cyreslab-AI
A Model Context Protocol (MCP) server for accessing the CIRCL CVE SEARCH API, p…
52811
etrakselis
Enables interaction with Adobe Journey Optimizer content through the Content AP…
52812
AAAxianyu
Automates GitHub Pull Request analysis using AI, integrating webhooks, OpenAI, …
52813
ServiceStack
MCP server for generating images and audio using Google's Gemini AI models.
52814
dcondrey
Enables Claude AI to seamlessly interact with Scrivener projects for document m…
N/A N/A
52815
Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.
N/A N/A 81
52816
getterdoneinc
Enables AI agents to post tasks, manage escrow, approve work, and pay human gig…
52817
cnghockey
sats-for-ai Claim
Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, tex…
81
52818
thsmale
Interact with USASPENDING.gov to track government spending over time, search by…
52819
halexandra45
Enables AI agents to access Instagram Business account analytics and insights, …
52820
ruchit
mcpgsc Claim
N/A N/A 95
52821
aimuzov
kaiten-mcp Claim
MCP-сервер для полного управления Kaiten из любого MCP-клиента. Предоставляет 3…
52822
himnishpersonal
Analyzes financial contract PDFs to extract clauses, flag risk terms, and compa…
52823
UVU-Store
A Model Context Protocol server that provides comprehensive access to the Shopi…
52824
anespo
Enables AI agents to query S3 data lakes using natural language, with support f…
52825
wuguirongsg
This MCP server exposes CorelDRAW as a tool server, enabling AI agents to creat…
N/A N/A
52826
PicsArt
Enables AI agents and terminals to generate images, video, and audio using 141 …
52827
tibuntu
renovate-mcp Claim
An MCP server for interactively reading, validating, previewing, and saving Ren…
N/A N/A
52828
k9fr4n
pwpush-mcp Claim
An MCP server for Password Pusher that allows creating, previewing, and managin…
N/A N/A
52829
Operative-Sh
web-eval-agent Claim 1
An MCP Server that autonomously debugs web applications with browser-use browse…
N/A N/A 95
52830
m2ai-mcp-servers
n8n Advisor Claim
Enables AI assistants to review workflow status in n8n instances, including act…
52831
chen-muxi
AI-SyncForge Claim
A LAN multi-AI collaborative development ecosystem connecting tools like Cursor…
52832
glachana
Exposes structured Microsoft Dynamics 365 Business Central source code (version…
N/A N/A
52833
muhammedehab35
Enables Claude to store and retrieve information with semantic search using Qdr…
52834
rozkoduj
Rozkoduj MCP Claim
Provides AI assistants with market screening, analysis, and scoring across stoc…
52835
asicojp
sparksheets Claim
Enables AI-powered document platform integration for Claude Code, Cursor, and C…
52836
ant-intl
A Model Context Protocol (MCP) compatible server that integrates Ant Internatio…
52837
pipeworx-io
Enables searching for indicators of compromise from ThreatFox by file hash (MD5…
52838
doublebash
A Model Context Protocol server bridging Claude to Microsoft Outlook + Teams (e…
52839
eric050828
Enables LLMs to programmatically control n8n via natural language for automated…
52840
zmGiser
Enables natural language and geospatial queries on PostGIS databases, with 32 t…
52841
singhh879
findocs-mcp Claim
An eval-first MCP server for semantic search and grounded Q\&A over financial d…
N/A N/A
52842
the-syz
Automates Ansys Fluent simulation workflows, enabling environment checks, case …
N/A N/A
52843
lambda-capture
MCP server that enables semantic search over macroeconomic data using the Lambd…
52844
dravidsajinraj-iex
Extract content and metadata from various file formats including PDF, DOC, DOCX…
N/A N/A 95
52845
alevizio
globestudio Claim
MCP server for GlobeStudio.
52846
Michael-Obele
DocShark Claim
DocShark is an MCP server that scrapes and indexes documentation websites, enab…
N/A N/A
52847
Gonzih
mcp-charm Claim
Browse and search thousands of free car service manuals from charm.li.
52848
Nathanael-R
kaleidoscope Claim
MCP server for responsive web app preview and inspection. It allows previewing …
N/A N/A
52849
DesignbyFahad
A privacy-first MCP server with 176+ local utilities including calculators, con…
N/A N/A
52850
WagoAlex
MCP server that connects WAGO PLCs to LLM agents via the WDx/WDA REST API, enab…
Showing 52801–52850 of 54421 servers