MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29306
Scored
2098
Verified
16952
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35801
BASIC-BIT
VRChat MCP Claim
MCP server for VRChat friends, worlds, groups, events, notifications, and VRCX …
N/A N/A
35802
karimsamir897
A remote MCP server that can be deployed on Cloudflare Workers, using OAuth aut…
35803
neilswhite
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
81
35804
abhalani648
Hosted MCP server that bridges Claude.ai with one or more WordPress sites.
35805
Ismail-2001
Provides a secure, schema-aware PostgreSQL database agent for LLMs, enabling na…
35806
OxSci-AI
A scaffold project for building FastAPI-based Model Context Protocol servers wi…
81
35807
PierrunoYT
Enables high-quality AI image generation using the fal-ai/hidream-i1-full model…
81
35808
AndresNinou
A simple demonstration MCP server that provides basic greeting functionality an…
N/A N/A 95
35809
daedalus
Enables network scanning and reconnaissance through MCP tools, leveraging nmap …
N/A N/A
35810
eddy06260626
saqz Claim
N/A N/A 95
35811
oomkapwn
enquire-mcp Claim
MCP server that exposes a local Obsidian vault as persistent, searchable memory…
35812
ziamalik
A Model Context Protocol server that lets Claude (and any MCP client) cite actu…
N/A N/A
35813
matthewagi
An MCP server that provides 20 tools to control the Unity Editor with natural l…
N/A N/A
35814
prajapatimehul
Enables scanning AWS accounts for cost optimization opportunities by reading re…
N/A N/A
35815
steelhead99x
Provides weather forecast data from the US National Weather Service API through…
81
35816
piquesignal
Solana memecoin Flash Point alerts with conviction scoring, safety profiles, an…
35817
supersaiyane
AmplifyrMCP Claim
AmplifyrMCP is an MCP server that enables Claude Desktop to manage LinkedIn, Me…
N/A N/A
35818
tcpatter
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
81
35819
Writehand-Solutions
productised Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
N/A N/A
35820
VxASI
Enables natural language control of Blender 3D through MCP clients, allowing cr…
N/A N/A
35821
JigsawStack
Convert Speech to Text using JigsawStack's AI Models.
N/A N/A 95
35822
halismertkir
Search and explore academic profiles from YÖK Akademik. Retrieve structured pro…
N/A N/A 95
35823
almir.kvakic
test Claim
N/A N/A 95
35824
Voxos-ai-Inc
Enables AI assistants to coordinate with teammates and agents via Clink, suppor…
35825
Polaralias
Index and search reusable skills from local folders. Discover relevant skills w…
N/A N/A 95
35826
thaleslaray
hotmart-mcp Claim
Enables querying Hotmart sales, subscriptions, members area, products, and coup…
35827
aramai-schematica
CoreModels MCP Server provides 16 tools for AI agents to manage graph-based dat…
35828
charliehzm
medharness Claim
Harness Engineering for Medical AI Coding · HIPAA + PIPL compliant · 12-step SO…
N/A N/A
35829
Eshaan-Nair
ArcRift Claim
Persistent local memory layer for AI. ArcRift uses a Chrome extension and a nat…
N/A N/A
35830
beehiveinnovations
zen Claim
Bridges multiple AI models and CLIs, enabling orchestrated workflows across Cla…
86
35831
@wxkingstar
search-docs Claim
N/A N/A 95
35832
mfbahc
Colter Claim
MCP server for agentic commerce checks, fixes, Lens, tests, and Evidence Packs.
N/A N/A
35833
wanghuan9
SkillDock is a skill manager and MCP manager for installing, viewing, updating,…
N/A N/A
35834
schwarztim
Enables AI agents to file taxes through FreeTaxUSA by automating a browser, all…
N/A N/A
35835
award-flight-daily
Official Industry Standard MCP for Travel Awards, Points, and more. Search awar…
81
35836
Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.
N/A N/A 81
35837
dorialn68
Enables AI-powered 3D content creation in Blender through natural language, inc…
N/A N/A
35838
sitisambal
pid Claim
N/A N/A 95
35839
stevepridemore
graph-memory Claim
Personal knowledge graph for Claude on Neo4j. Typed entities (Person/Project/De…
35840
protae5544
nextjsui9 Claim
N/A N/A 95
35841
AuthSoftware-development
Freepik MCP Claim
Enables AI assistants to search, download, and generate visual content using Fr…
35842
srishtivverma
aistuff Claim
N/A N/A 95
35843
zhu1090093659
deepseek-pp Claim
为 DeepSeek 网页版注入类原生工具调用、MCP/Shell 工具、长期记忆、Skill、Agent式持续执行和定时自动化任务
N/A N/A
35844
UnCooe
Enables AI agents to investigate backend incidents by executing runbooks that g…
35845
vinaybhosle
Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rat…
35846
Whatsonyourmind
DeckForge Claim
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
81
35847
javerthl
Enables Claude to interact with ServiceNow instances through the ServiceNow API…
81
35848
brukhabtu
A production-ready server that automatically exposes your entire Jira instance …
81
35849
clauxel
A paid remote MCP for ppt-master, built to return verdicts, receipts, usage log…
35850
wya5217799
simulink-mcp Claim
Give AI agents structured access to Simulink models via the MATLAB Engine for P…
N/A N/A
Showing 35801–35850 of 41393 servers
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