MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7701
ContexaAI
Notion MCP Server SSE Claim 1
Enables interaction with Notion workspaces through the Notion API using Server-…
B 70 55 84 42 52 80 87
7702
zhongmingyuan
mcp-my-mac Claim
Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
B 70 55 54 74 N/A 36 95 84
7703
aaronjmars
web3-research-mcp Claim
Deep Research for crypto - free & fully local
B 70 55 72 58 55 80 83
7704
RhombusSystems
Rhombus MCP Server Claim
Enables AI assistants to interact with Rhombus physical security systems, provi…
B 70 55 60 66 37 82 99
7705
QuartzUnit
MarkGrab Claim
Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube…
B 70 54 72 36 N/A 61 92 92
7706
josefdc
UniProt MCP Server Claim
Provides seamless access to UniProtKB protein database, enabling queries for pr…
B 70 55 76 82 65 81 39
7707
reverb256
Enables AI assistants to generate videos from text prompts and images by interf…
B 70 55 82 58 27 81 91
7708
tatocode
MCP-Demo Claim
A minimal demonstration of an MCP service and client that integrates with the q…
B 70 55 72 55 39 81 99
7709
falahgs
Generates children's storybook illustrations in multiple art styles (3D cartoon…
B 70 55 72 71 20 81 96
7710
ryddle
Dynamically converts any API with an OpenAPI v3 specification into MCP tools fo…
B 70 55 96 63 24 80 70
7711
Meerkats-Ai
Prospeo MCP Server Claim 1
A Model Context Protocol server that integrates with Prospeo API to find work e…
B 70 55 69 71 20 80 99
7712
fongfai
A starter template for building Model Context Protocol (MCP) servers using Node…
B 70 54 60 58 N/A 35 92 100
7713
LGDiMaggio
MCP server for Motor Current Signature Analysis — fault detection in electric m…
B 70 54 75 25 N/A 71 95 90
7714
ghively
Any-API MCP Server Claim
A configurable MCP server that adapts any HTTP API into an MCP toolset with gen…
B 70 55 72 75 22 81 89
7715
sugarforever
amap-mcp-server Claim
高德地图MCP Server,支持stdio, sse和streamable-http
B 70 55 62 41 N/A 79 82 94
7716
gkydev
A Model Context Protocol server that enables AI assistants to interact with Twi…
B 70 55 77 63 19 81 100
7717
ghiloufibg
Enables automatic generation of complete Maven projects (applications, plugins,…
B 70 54 84 50 N/A 18 95 91
7718
prsantos-com
AirNow MCP Server Claim
A Model Context Protocol implementation that enables LLMs to access real-time, …
B 70 55 62 66 45 81 91
7719
630156145
A JavaScript ES Modules server that provides weather information including aler…
B 70 55 68 72 43 80 80
7720
jbergant
Enables optimization, conversion to WebP, and uploading of images to Vercel Blo…
B 70 55 86 56 22 81 92
7721
jcjiron
Hevy MCP Server Claim
Enables interaction with the Hevy fitness tracking platform through their API. …
B 70 55 66 61 39 81 96
7722
rkilchmn
ChromaDB MCP Server Claim 1
An MCP server that exposes ChromaDB vector database operations, enabling AI ass…
B 70 55 63 82 21 81 90
7723
TeslaLord
Enables interaction with GitLab repositories through natural language, supporti…
B 70 55 92 43 19 81 99
7724
guocong-bincai
Apifox MCP Pro Claim 1
Provides basic diagnostic and information tools for Apifox API management platf…
B 70 55 84 60 26 80 86
7725
TigerTeamCompany
Make MCP Server Claim
Enables AI assistants to trigger and interact with Make automation workflows by…
B 70 55 78 65 54 80 68
7726
ChuranNeko
An MCP server that provides real-time weather information, 4-day forecasts, and…
B 70 55 69 58 37 80 99
7727
kukapay
bridge-rates-mcp Claim
Delivering real-time cross-chain bridge rates and optimal transfer routes to on…
B 70 55 66 58 43 83 97
7728
atriumn
tokencost-dev Claim
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
B 70 55 90 0 N/A 89 81 99
7729
zereight
confluence-mcp Claim
jira, wiki mcp
B 70 55 78 63 28 81 90
7730
voidbox-ai
RhinoCommon MCP Claim
Enables Claude to access Rhino 8 RhinoCommon API documentation for accurate cod…
B 70 55 80 53 41 81 89
7731
JexinSam
MSSQL MCP Server Claim 1
A Model Context Protocol server that enables secure and structured interaction …
B 70 55 75 48 64 69 96
7732
MIt9
ComfyUI Builder Claim
ComfyUI MCP server: knowledge base, workflow builder, real-time execution, mode…
B 70 54 78 25 N/A 71 95 86
7733
qingpengchen2011
Enables compilation and serving of Manim animations through natural language. S…
B 70 54 78 56 N/A 19 95 90
7734
prasadabhishek
photographi-mcp Claim
Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Li…
B 70 54 66 30 N/A 79 95 87
7735
druce
A Python-based FastMCP server that provides financial tools for securities anal…
B 70 55 86 48 25 81 100
7736
strangelove-ventures
Web3 MCP Server Claim
A Model-Context-Protocol server enabling users to perform basic operations on S…
B 70 55 74 60 45 74 91
7737
pyang2045
TWSE MCP Server Claim
Provides real-time access to Taiwan Stock Exchange market data, financial repor…
B 70 55 88 91 30 81 39
7738 B 70 55 76 63 42 78 84
7739
heygen-com
Heygen MCP Server Claim
Enables Claude Desktop and Agents to generate AI avatars and videos through the…
B 70 55 66 71 24 81 97
7740
nabid-pf
Enables AI assistants to analyze and summarize YouTube videos by extracting cap…
B 70 55 60 58 52 81 100
7741
anishphilip012git
WireMCP Secure Claim
Production-ready MCP server for real-time network traffic analysis and packet c…
B 70 54 54 73 N/A 29 95 93
7742
ranveer0323
Allows Claude and other MCP clients to access real-time and historical stock ma…
B 70 55 70 63 43 81 88
7743
dennisonbertram
Brex MCP Server Claim
Enables interaction with Brex financial data including expenses, budgets, trans…
B 70 55 56 70 57 82 86
7744
ChanMeng666
A Model Context Protocol server that provides Google Jobs search capabilities t…
B 70 55 85 38 54 81 88
7745
bugzy-ai
Resend MCP Server Claim
Enables sending single and batch emails through the Resend API with support for…
B 70 55 80 62 24 81 93
7746
zalab-inc
Provides a tool for dynamic and reflective problem-solving by breaking complex …
B 70 54 78 55 N/A 20 95 88
7747
dynamicendpoints
etsy-mcp Claim
Search Etsy listings, fetch shop details, and explore trending products. Create…
B 70 54 78 53 N/A 23 95 89
7748
AndrewCTF
An MCP server that enables searching YouTube and retrieving high-accuracy video…
B 70 44 41 N/A N/A 48 95 97
7749
vbrail
Provides secure access to Figma designs through Cursor IDE using a personal acc…
B 70 55 78 56 30 83 94
7750
knmurphy
Facilitates secure and type-safe interactions with both v1 and v2 of the Glide …
B 70 55 90 100 17 81 37
Showing 7701–7750 of 66475 servers
« Prev 1 153 154 155 156 157 1330 Next »