MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9901
Osmosis-AI
CodeMerge Claim 1
A Model Context Protocol server that uses Osmosis-Apply-1.7B to intelligently a…
C 66 55 75 51 26 81 85
9902
reyesbho
MCP Pedidos Claim 1
A Model Context Protocol server that manages orders through a REST API, allowin…
C 66 55 57 68 21 81 96
9903
I-CAN-hack
pdf-mcp Claim 1
An MCP server for reading, rendering, and searching PDF files, specifically opt…
C 66 54 49 47 N/A 52 90 96
9904
jmtanguy
Provides access to official French legal databases (Légifrance and JudiLibre) f…
C 66 55 66 46 46 81 88
9905
haris-khan-dev
Enables Gemini AI to interact with a FastAPI application through MCP tools for …
C 66 54 66 47 N/A 19 90 99
9906
Amruth22
An MCP server for organizing research papers, books, and digital sources by tra…
C 66 54 49 46 N/A 44 92 99
9907
jezweb
OpenAI MCP Claim 1
A Model Context Protocol server enabling AI assistants to generate images throu…
C 66 55 75 41 37 81 90
9908
jasonkholden
Provides AI models with real-time data about New England's power grid through a…
C 66 55 68 37 40 82 100
9909
as950118
apidocs-mcp-server Claim
Provide a server implementation for the Model Context Protocol (MCP) to enable …
C 66 54 54 68 N/A 26 90 83
9910
strangetoucan
Enables AI assistants to manage Todoist tasks, projects, comments, and labels t…
C 66 55 68 43 37 81 97
9911
devstacks-software-engineering
ID Generator MCP Claim
Provides AI assistants with capabilities to generate collision-resistant unique…
C 66 55 66 82 N/A 44 95 33
9912
jlfwong
A Model Context Protocol server that enables Claude to search and access detail…
C 66 55 57 70 22 80 91
9913
DatalisHQ
60+ Meta Ads tools for AI agents: audits, campaign management, audiences and CA…
C 66 55 72 43 49 70 96
9914
lingvanex-mt
Enables text translation between different languages using the Lingvanex Transl…
C 66 55 48 68 29 81 100
9915
onesvat
MCP Beancount Tool Claim
Enables interaction with local Beancount accounting ledgers through structured …
C 66 54 46 65 N/A 24 95 96
9916
yellowgg2
Enables searching and retrieving content from BookStack knowledge bases via the…
C 66 55 72 100 27 76 37
9917
Adyen
adyen-mcp Claim
Typescript library for integrating Adyen APIs via an MCP server
C 66 66 90 70 0 66 82 93
9918
Spectre006
An API server that enables interaction with IBM Maximo resources like Assets an…
C 66 55 72 38 34 81 98
9919
jbchouinard
A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB…
C 66 54 66 33 N/A 35 92 100
9920
mayank-ketkar-sf
ML Jupyter MCP Claim
Execute Python code with persistent state across Claude conversations using a b…
C 66 54 78 28 N/A 21 95 100
9921
go-rod
rod-mcp Claim
Rod-MCP provides browser automation capabilities for your applications by using…
C 66 54 68 31 N/A 45 87 99
9922
conshus
A remote MCP server for Cloudflare Workers featuring built-in GitHub OAuth for …
C 66 55 60 62 26 80 97
9923
ThinkFar
Provide systematic thinking, mental models, and debugging approaches to enhance…
C 66 55 86 82 25 81 37
9924
BACH-AI-Tools
NASA MCP Server Claim 1
Provides standardized access to 20+ NASA data sources including astronomy pictu…
C 66 55 62 83 55 81 40
9925
mikegc-aws
Creates a simple MCP tool server with "streaming" HTTP.
C 66 54 64 36 N/A 42 95 90
9926
cornelcroi
Enables AI assistants to calculate French individual income tax and retrieve cu…
C 66 55 78 82 35 81 41
9927
isaacwasserman
mcp-vegalite-server Claim 1
Generate visualizations from fetched data using the VegaLite format and rendere…
C 66 54 78 45 N/A 26 77 96
9928
NAXG
ThreatMCP Claim 1
An MCP server that integrates ThreatBook's threat intelligence API, offering 15…
C 66 55 69 53 36 83 82
9929
AgentsWorkingTogether
mcp-sleep Claim
Tool that allows you to wait a certain time to continue the execution of an age…
C 66 55 90 22 41 81 90
9930
robinbortlik
Easily understand your authorization by querying the OSO Cloud API using natura…
C 66 54 48 61 N/A 26 90 100
9931
luebken
Playlist-MCP Claim
An experimental MCP server that makes YouTube playlist transcripts available fo…
C 66 54 78 25 N/A 38 95 87
9932
Be-Infinitum
Pulse MCP Server Claim
Enables interaction with the Pulse usage-based billing platform to track meteri…
C 66 55 60 60 32 80 90
9933
handsomegentlemen
Enables AI models to access user geolocation information through EdgeOne Pages …
C 66 55 66 37 41 82 100
9934
ZephyrDeng
mcp-server-gitlab Claim
基于MCP框架构建的GitLab集成服务器,提供多种GitLab RESTful API工具,支持项目搜索、任务管理、合并请求创建与审核等功能,帮助开发团队高…
C 66 55 72 73 60 81 35
9935
JayQuan-McCleary
ZenLink MCP Claim
Browser automation for MCP clients via Zen Browser. Parallel multi-tab, content…
C 66 54 78 28 N/A 32 87 99
9936
MarcinDudekDev
CryptoSignals Claim
Real-time crypto volume anomaly detection across 50+ tokens for whale signals
C 66 54 60 30 N/A 46 95 99
9937
ilpr
waitlister Claim 1
MCP server for the Waitlister API — manage waitlist subscribers through AI assi…
C 66 54 45 68 N/A 34 81 100
9938
Retio-ai
PageMap Claim
Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Fire…
C 66 54 60 63 N/A 66 95 44
9939
yaonyan
gpt-vis-mcp Claim 1
A local/private-favored wrapper for antvis/mcp-server-chart
C 66 54 84 36 N/A 59 89 55
9940
RadonX
MCP TriliumNext Claim 1
A Model Context Protocol server enabling AI assistants to interact with Trilium…
C 66 55 69 100 25 81 35
9941
rgbcap
hwpx-mcp-server Claim 2
An MCP server for reading, editing, and creating Hangul Word Processor (.hwpx) …
C 66 54 51 60 N/A 27 90 95
9942
nklymok
Exposes Monobank personal account data through MCP tools, allowing users to fet…
C 66 55 60 68 21 81 92
9943
scaryrawr
An MCP server that enables LLMs to count occurrences of specific letters within…
C 66 54 41 63 N/A 31 95 100
9944
AvinashBole
Quip MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to direc…
C 66 55 63 50 43 71 100
9945
mapdevsaikat
Geocode addresses, lookup administrative boundaries, and process DigiPin codes …
C 66 64 86 73 0 60 83 93
9946
FutureUnreal
mcp-pdf2md Claim
PDF to Markdown conversion tool
C 66 54 62 41 N/A 44 90 94
9947
Howe829
A server that enables web searches using different providers (currently Bing) a…
C 66 55 66 45 43 82 94
9948
adamkwhite
An MCP server that provides searchable local storage for Claude conversation hi…
C 66 54 55 36 N/A 56 91 96
9949
pr0cf5
GhidraMCP Claim
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
C 66 54 66 33 N/A 40 95 91
9950
apvlv
Allows AI assistants like Claude to directly interact with and control DaVinci …
C 66 54 72 31 N/A 49 77 100
Showing 9901–9950 of 67197 servers
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