MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29879
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5901
GhoshSrinjoy
Enables access to Overleaf LaTeX projects through Git integration, allowing use…
B 72 55 78 58 47 81 90
5902
NabiaTech
Enables querying and analyzing code relationships by building a lightweight gra…
B 72 54 74 61 N/A 38 95 86
5903
shoumikdc
arXiv Explorer Claim
Discover new arXiv papers by category or keyword. Get daily updates with adjust…
B 72 54 76 57 N/A 29 95 95
5904
intellieffect
odoo-mcp Claim 1
An MCP server that connects AI assistants to Odoo ERP instances via the built-i…
B 72 55 69 66 50 81 91
5905
vivek100
SupaMCPBuilder Claim 1
A runtime-configurable MCP server for Supabase databases that enables dynamic t…
B 72 55 78 68 32 76 96
5906
konashevich
Enables interaction with Google Drive files and Google Sheets through search, r…
B 72 55 78 62 39 81 91
5907
alpermdr
A production-ready MCP server that enables Claude to interact with local codeba…
B 72 54 96 31 N/A 40 88 99
5908
baking-bread
Provides access to real-time and historical water conditions of the Aare river …
B 72 55 84 53 41 81 96
5909
gqy20
A professional literature search tool built on FastMCP framework that enables A…
B 72 55 54 82 63 81 80
5910
reallycleansauce
Enables interaction with Overseerr API to manage movie and TV show requests, al…
B 72 55 84 66 22 80 96
5911
GongRzhe
Enables LLMs to perform travel-related tasks by interacting with Google Maps an…
B 72 55 84 100 42 82 37
5912
smart-mcp-proxy
mcpproxy-go Claim
Local MCP proxy with BM25 tool filtering, quarantine security, activity logging…
B 72 54 80 40 N/A 77 92 72
5913
Alihkhawaher
Provides integration with Everything Search Engine allowing powerful file searc…
B 72 54 84 61 N/A 17 95 85
5914
OnePieceLwc
Converts Markdown documents into beautifully styled knowledge cards with 18 dif…
B 72 54 80 61 N/A 24 95 85
5915
diegofornalha
Um servidor MCP completo para integração com Sentry no Cursor, oferecendo 27 fe…
B 72 55 88 100 30 81 43
5916
uday210
Salesforce MCP Server Claim 2
A Model Context Protocol server that enables interaction with Salesforce throug…
B 72 55 75 71 20 81 100
5917
urfanazad
Enables cost optimization and financial operations for Google BigQuery through …
B 72 54 78 53 N/A 22 95 100
5918
ArchimedesCrypto
Fusion 360 MCP Server Claim 1
A Model Context Protocol server that enables Cline to translate natural languag…
B 72 54 63 68 N/A 42 90 92
5919
suckerfish
Enables fetching, searching, and analyzing YouTube video transcripts in multipl…
B 72 55 88 58 27 81 94
5920
guangxiangdebizi
Email MCP Claim 1
A Model Context Protocol server that enables AI models to send emails via simpl…
B 72 55 69 72 33 81 99
5921
ruibaby
1Panel MCP Server Claim
An experimental server implementing Model Context Protocol to automate website …
B 72 55 84 100 48 81 31
5922
yangbuyiya
A FastMCP-based service that extracts no-watermark links from 20+ video platfor…
B 72 55 60 82 N/A 55 95 65
5923
MyunghoBae
Provides secure and efficient tools for codebase analysis, including file manag…
B 72 55 60 60 70 81 93
5924
bzzimmy
GPT-MCP Bridge Claim
Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT …
B 72 55 72 73 27 81 97
5925
Zaroganos
OakVar MCP Server Claim 1
Enables AI assistants to perform genomic variant analysis using OakVar, includi…
B 72 54 78 57 N/A 24 90 100
5926
msaelices
A Python server that enables language models like Claude to interact with Whats…
B 72 55 68 66 50 80 94
5927
InditexTech
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS si…
B 72 54 54 53 N/A 85 92 88
5928
kentaroh7777
MCP Todoist Claim 1
A Model Context Protocol server implementation compatible with Todoist API, all…
B 72 55 63 70 51 81 95
5929
BrightWayAI
video-analyzer Claim
Analyze videos: extract frames, transcribe audio, generate storyboard breakdown…
B 72 54 72 62 N/A 27 95 93
5930
avalla
Enables generation of AI videos and images using RunComfy APIs. Supports multip…
B 72 55 86 61 24 80 95
5931
zhengyun1008
Enables secure access to Oracle databases with fine-grained access control, sup…
B 72 55 78 58 45 81 90
5932
ericbrown
project-context-mcp Claim 1
Exposes `.context/` folder files as MCP resources, giving Claude Code instant a…
B 72 54 64 38 N/A 71 92 100
5933
botanicastudios
A server that bridges MCP tool calls to JSON-RPC function calls over socket con…
B 72 55 78 71 49 81 71
5934
rsdouglas
janee Claim
Self-evolving MCP server that generates and improves its own tools at runtime. …
B 72 54 64 33 N/A 84 95 93
5935
imranbarbhuiya
Provides an interactive user interface for asking questions with support for te…
B 72 54 74 60 N/A 29 90 98
5936
MarceauSolutions
Compare Uber and Lyft prices for any route in real-time with fare estimates, su…
B 72 55 90 61 24 81 92
5937
appreply-co
mcp-appstore Claim 1
This is an MCP server that provides tools to LLMs for searching and analyzing a…
B 72 55 100 82 N/A 51 81 29
5938
patrickfreyer
MCP server giving AI assistants full access to Apple Mail - read, search, compo…
B 72 54 82 32 N/A 66 87 92
5939
markswendsen-code
gmail Claim 1
Gmail MCP server — send, read, and search email. By Strider Labs.
B 72 54 78 66 N/A 32 74 100
5940
yupengfei1209
Implements Model Context Protocol (MCP) to enable interaction with CODING DevOp…
B 72 55 80 68 43 80 82
5941
MagnusJohansson
siglent-sds-mcp Claim 1
An MCP server that enables AI assistants to control Siglent SDS oscilloscopes o…
B 72 55 53 100 N/A 57 95 50
5942
lumalabs
Luma API MCP Claim
Enables image and video generation using Luma's API, supporting multiple models…
B 72 55 80 60 42 80 90
5943
JackHP
Enables fetching transcripts from YouTube videos by searching for videos based …
B 72 54 90 36 N/A 43 95 90
5944
pwilkin
SearXNG MCP Server Claim 1
An MCP server that allows searching through public SearXNG instances by parsing…
B 72 55 63 100 53 81 56
5945
guangxiangdebizi
XLSX Reader MCP Claim 1
A Model Context Protocol server that enables reading and analyzing Excel docume…
B 72 55 81 100 33 81 46
5946
windoze95
Enables authenticated interaction with ServiceNow via its REST API using per-us…
B 72 55 70 72 33 81 94
5947
pvliesdonk
Multi-provider image generation MCP server that enables image generation from C…
B 72 44 57 86 58 96
5948
codewithpassion
A remote Model Context Protocol server template for Cloudflare Workers with bui…
B 72 55 72 73 29 80 97
5949
1uokun
Enables AI agents to publish content to XiaoHongShu (Little Red Book) social pl…
B 72 54 72 67 N/A 24 95 89
5950
agenticledger
Provides tools for AI assistants to query the Canton Network for data on contra…
B 72 55 84 66 26 84 84
Showing 5901–5950 of 58691 servers
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