MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14801
TranThienTrong
asset-auto-generator Claim 1
An MCP server that provides asset auto generator
D 40 66 15 46 0 29 78 83
14802
data-skunks
A Model Context Protocol server implementation that integrates with KeywordsPeo…
F 38 66 39 0 0 18 81 94
14803
brentlaster
A cloud platform for registering and using remote tools with GitHub's MCP servi…
F 37 66 42 22 0 18 67 76
14804
bergeramit
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
F 37 66 24 27 0 22 81 70
14805
abutbul
openapi-mcp-generator Claim 1 2
A Python tool that automatically converts OpenAPI(Swagger, ETAPI) compatible sp…
F 30 54 94 37 N/A 58 87 43
14806
Richard-Weiss
Enables search capabilities using a Google Custom Search Engine, allowing users…
F 30 55 94 82 41 80 85
14807
KS-GEN-AI
jira-mcp-server Claim 1 2
Read jira data via JQL and api and execute requests to create and edit tickets.
F 30 55 86 61 48 74 91
14808
epicsagas
Expose Gemini CLI functionalities as MCP-compliant tools to enable AI agents to…
F 30 54 54 58 N/A 41 87 97
14809
NvkAnirudh
A Model Context Protocol (MCP) server that automates generating LinkedIn post d…
F 30 55 78 72 37 80 94
14810
dojoengine
Sensei MCP Claim 1 3
A Model Context Protocol server that provides expert guidance for Dojo and Cair…
F 30 55 57 33 51 80 54
14811
capyBearista
gemini-researcher Claim 1
A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini…
F 30 54 88 77 N/A 84 90 91
14812
subhashdasyam
mem0-server-mcp Claim 1
🧠 Production-ready MCP server providing intelligent memory for Claude Code with…
F 30 54 84 47 N/A 47 90 94
14813
marcopesani
Serper Search and Scrape Claim 1 2
A TypeScript-based MCP server that provides web search and webpage scraping cap…
F 30 54 100 61 N/A 48 92 93
14814
lilgreml1n
Vanna AI MCP Server Claim 1 2
An MCP server that allows AI assistants to query databases using natural langua…
F 30 55 75 53 35 76 92
14815
steveclarke
MCP Printer Server Claim 1
Enables AI assistants to print documents, manage print queues, and control prin…
F 30 54 90 58 N/A 82 90 95
14816
brendancopley
MCP prompt tool applying Chain-of-Draft (CoD) reasoning - BYOLLM
F 30 55 90 58 N/A 46 77 89
14817
zq940222
OssHub Claim 1
Provides unified access to multiple cloud object storage services (Huawei OBS, …
F 30 66 78 71 0 29 80 100
14818
lucad-28
Traffic MCP Server Claim 1 2
Provides traffic prediction and route optimization tools that consume a REST AP…
F 30 55 78 61 21 80 91
14819
miketui
Enables remote MCP server connections with WorkOS AuthKit authentication and us…
F 30 55 60 68 26 78 94
14820
r-huijts
rijksmuseum-mcp Claim 1 3
Rijksmuseum API integration for artwork search, details, and collections
F 30 55 96 73 40 82 93
14821
ericzakariasson
A proof-of-concept Model Context Protocol server that enables LLM applications …
F 30 55 54 26 21 76 90
14822
JordanDalton
restcsv-mcp-server Claim 1 3
An MCP server for CSV files.
F 30 55 47 65 25 77 71
14823
SimplyLiz
ckb Claim 1
Code intelligence MCP server — 80+ tools for navigation, impact analysis, and a…
F 30 54 90 28 N/A 75 89 100
14824
2234839
A multi-modal AI toolbox based on Model Context Protocol, integrating Zhipu GLM…
F 30 54 74 75 N/A 36 89 86
14825
Andrew-Beniash
MCP Command Server Claim 1 2
A secure server that allows LLM applications like Claude to execute whitelisted…
F 30 54 66 51 N/A 23 90 87
14826
CoreBaseHQ
coremcp Claim 1
Connect Legacy Databases to AI Agents via Model Context Protocol. Open-source b…
F 30 54 82 43 N/A 82 90 99
14827
cactusaurelius
YouTube MCP Claim 1 2
An MCP server that enables users to retrieve YouTube transcripts and perform vi…
F 30 55 63 62 21 82 93
14828
ngtruongmetin
A semantic search MCP server that provides historical question-and-answer capab…
F 30 55 72 30 30 69 95
14829
AdamikHQ
Adamik MCP Server Claim 1
Enables read and write interactions with 60+ blockchain networks through Claude…
F 30 55 48 82 50 80 100
14830
sjquant
LLM Bridge MCP Claim 1
Enables AI agents to interact with multiple LLM providers (OpenAI, Anthropic, G…
F 30 55 66 60 59 80 98
14831
eaglelandsonce
Provides tools for automated company research, competitor identification, and b…
F 30 55 54 27 25 80 98
14832
EugenEistrach
An MCP server that enables AI agents to send notifications and request user inp…
F 30 55 57 68 42 78 91
14833
iRahulPandey
Serves prompt templates through a standardized protocol for transforming basic …
F 30 55 84 31 39 76 89
14834
mustafa-can
Node.js MCP Server Claim 1 2
A basic MCP server that provides arithmetic calculation tools and system inform…
F 30 54 84 55 N/A 29 84 83
14835
r3-yamauchi
Enables management of Amazon Bedrock Knowledge Bases including creation, data s…
F 30 55 54 82 50 80 89
14836
TapanBhavsar
A FastMCP server providing session-based memory and dynamic authentication usin…
F 30 55 54 38 22 76 98
14837
kstrikis
A Model Context Protocol server that enables collaborative debates between mult…
F 30 55 33 67 41 80 71
14838
skitzo2000
Enables AI agents to interact with Discord by sending notifications, creating c…
F 30 55 68 35 25 80 89
14839
SandyYuan
Astro MCP Claim 1 2
Provides unified natural language access to 40+ astronomical databases and surv…
F 30 55 92 66 21 76 89
14840
LZMW
MCP Vision Server Claim 1
Provides advanced image analysis capabilities including object recognition, OCR…
F 30 55 54 70 45 80 93
14841
kicker315
QGISMCP Claim 1
Connects QGIS to Claude AI through the Model Context Protocol, enabling AI-assi…
F 30 54 72 33 N/A 22 80 95
14842
juhemcp
A Model Context Protocol server that provides real-time global currency exchang…
F 30 55 45 62 36 76 42
14843
g0t4
MCP Server Memory File Claim 1 4
An MCP server that allows Claude and other LLMs to manage persistent memories a…
F 30 55 65 56 24 78 100
14844
Pgarciapg
MCP Nano Banana Claim 1 2
Exposes Google Gemini's Nano Banana image generation models to Claude, enabling…
F 30 55 78 63 45 76 90
14845
TranHoaiHung
figma-ui-mcp Claim 1 2
Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back
F 30 54 84 27 N/A 72 89 95
14846
teddynote-lab
Quick-start Auto MCP Claim 1
A tool that helps easily register Anthropic's Model Context Protocol (MCP) in C…
F 30 54 72 40 N/A 51 82 94
14847
spacecode-ai
SpaceBridge-MCP Claim 1
Bring structure and preserve context in vibe coding by automatically tracking i…
F 30 54 60 68 N/A 52 90 89
14848
ferrislucas
iterm-mcp Claim 1 3
A Model Context Protocol server that provides access to iTerm. You can run comm…
F 30 54 75 47 N/A 68 87 98
14849
kevinwatt
YouTube MCP Server Claim 1 2
Connects 'yt-dlp' with LLMs via the Model Context Protocol, allowing users to d…
F 30 54 90 41 N/A 79 90 91
14850
savantskie
A persistent local memory for AI, LLMs, or Copilot in VS Code.
F 30 54 96 56 N/A 71 87 92
Showing 14801–14850 of 66502 servers
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