MCP Server Quality Scores

Independent quality analysis of 35110 public MCP servers

35110
Discovered
28942
Scored
2089
Verified
16951
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33951
EenticE
Provide a flexible scaffold for building MCP servers with ease. Accelerate deve…
N/A N/A 95
33952
plasticbeachllc
Dolphin MCP Claim
Provides AI-powered semantic code search across multiple repositories, allowing…
81
33953
elfenlieds7
Enables AI assistants to generate photorealistic 3D scenes, indoor environments…
N/A N/A 95
33954 N/A N/A 95
33955
songyi-noh
Enables management of Azure Key Vault secrets and certificates, including creat…
81
33956
hiltonbrown
A template for building MCP servers in Next.js applications using the Vercel MC…
81
33957
documentation-x
Greet people by name with quick, friendly salutations. Explore the origin story…
N/A N/A 95
33958
kmjm231
Enables asynchronous task execution and scheduling using RabbitMQ, Celery, and …
81
33959
jk-hazel-996
Enables AI to upload local files to RustFS storage service and download files f…
81
33960
kjazz888
kkkkkk Claim
N/A N/A 95
33961 N/A N/A 95
33962
cmskunkworks
app-seo-ai Claim
N/A N/A 95
33963
nima
axint Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
81
33964
teardown-dev
A Cloudflare-deployable server that implements Model Context Protocol (MCP) cap…
81
33965
ruchit
mcpgsc Claim
N/A N/A 95
33966 N/A N/A 95
33967
omniologynow
AI-powered DeFi analytics MCP server. 7 tools for discovering yield opportuniti…
N/A N/A 95
33968
dynamic
Enables management of HubSpot CRM entities including contacts, companies, deals…
81
33969
swesmith-repos
An MCP server that wraps the Apache Airflow REST API, enabling clients to manag…
81
33970
miladonline
tets Claim
N/A N/A 95
33971
workspace-mcp Claim 1
Google Workspace MCP server for Gmail, Drive, Calendar, Docs, Sheets, Slides, F…
N/A N/A 81
33972
soundstear
sdadasads Claim
N/A N/A 95
33973
Bitcoin-native credit ratings. ⚡ Lightning pay-per-query (99 sats) or API subsc…
N/A N/A 69
33974
misaka2f07
clac Claim
N/A N/A 95
33975
godson
godson_123 Claim
N/A N/A 95
33976
m-takuma
Say MCP Server Claim 1
A Model Context Protocol server that provides real-time voice notifications, ut…
N/A N/A 95
33977
Book Metadata Claim 1
Search Google Books and Open Library for book metadata, covers, and publication…
N/A N/A 81
33978
simondale00
mastra-test Claim
N/A N/A 95
33979
thorrevoets
bw Claim
N/A N/A 95
33980 N/A N/A 95
33981
Curious-Layer
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
81
33982
bioanywhere
Enables AI applications to interact with the Base blockchain network and Coinba…
81
33983
Cris-Seo
hunicher Claim
N/A N/A 95
33984
masahirijjz
test Claim
N/A N/A 95
33985
mediar-ai
screenpipe Claim
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, S…
N/A N/A 95
33986 N/A N/A 95
33987
wegotdocs
open-mcp Claim
Turn a web API into an MCP server in 10 seconds and add it to the open source r…
N/A N/A 95
33988
ThomasViennet
referencime Claim
Identifiez les meilleurs spots netlinking selon leur performance Google réelle.
N/A N/A 86
33989
168moons
A template for running Model Context Protocol servers on Vercel with Redis supp…
N/A N/A 95
33990 N/A N/A 95
33991
shmoon-7297
mcp_sererver Claim
N/A N/A 95
33992
ruegreen
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
81
33993
Universal MCP server for local filesystem skills with lazy loading and context-…
N/A N/A 81
33994 N/A N/A 95
33995
1,451 security controls across 261 frameworks with bidirectional mapping
N/A N/A 81
33996
dk123579
Enables AI assistants to manage architectural decisions through CRUD operations…
81
33997
Baatarvant
MCP-Mem0 Claim
Provides AI agents with persistent long-term memory capabilities using semantic…
81
33998
bughide010
hide1 Claim
N/A N/A 95
33999
hiing
smithery-mcp Claim
N/A N/A 95
34000
ferrousguy
A Model Context Protocol server that helps users migrate subscription businesse…
81
Showing 33951–34000 of 35110 servers
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