MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29879
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5851
ECNU3D
Enables creation and management of structured game worlds for text adventures a…
B 72 55 78 65 34 81 94
5852
Nexus-Router
nexus Claim
Govern & Secure your AI
B 72 64 92 67 0 84 95 100
5853
dubuqingfeng
gitlab-mcp-server Claim 1
GitLab MCP (Model Context Protocol) server for AI agents
B 72 54 66 71 N/A 47 75 96
5854
dili414
ControlAPI-MCP Claim 2
An MCP server that dynamically converts any OpenAPI or REST API into MCP tools,…
B 72 55 77 55 48 82 95
5855
pepuscz
Typefully MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to create and manage…
B 72 55 71 68 40 82 92
5856
HeatherFlux
A TypeScript-based MCP server that enables users to manage text notes with feat…
B 72 54 78 68 N/A 17 90 92
5857
billster45
MCP server for Claude to talk to ChatGPT and use its web search capability.
B 72 55 73 70 21 82 100
5858
OnePieceLwc
Converts Markdown documents into beautifully styled knowledge cards with 18 dif…
B 72 54 80 61 N/A 24 95 85
5859
elmariachi111
Proof of Invention Claim
Proof of Invention
B 72 55 78 67 41 81 86
5860
NabiaTech
Enables querying and analyzing code relationships by building a lightweight gra…
B 72 54 74 61 N/A 38 95 86
5861
stamnhq
Enables AI agents to interact with the Stamn platform for creating, managing, a…
B 72 55 72 71 35 78 98
5862
MichaelYangjson
A TypeScript-based server that converts static images into animated videos with…
B 72 55 78 65 40 78 92
5863
pistachiomatt
NanoBanana MCP Claim 2
An MCP server that brings Google Gemini's image generation and editing capabili…
B 72 55 63 71 48 78 97
5864
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
5865
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
5866
urfanazad
Enables cost optimization and financial operations for Google BigQuery through …
B 72 54 78 53 N/A 22 95 100
5867
yuanmingyi
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
B 72 55 88 58 24 82 96
5868
realpeterz
Mask Editor Claim
Allows users to upload images and paint selections with a brush tool to generat…
B 72 54 74 57 N/A 35 92 94
5869
toolwright-adk
Bootstrap Linear projects from natural language — milestones, epics, issues, an…
B 72 54 60 72 N/A 63 78 87
5870
solomonneas
cortex-mcp Claim 1
An MCP server for the Cortex observable analysis and active response engine. It…
B 72 55 63 62 53 82 100
5871
mastrophot
near-wallet-manager Claim 1
MCP server for NEAR wallet creation, balance checks, and transaction signing.
B 72 54 63 61 N/A 58 87 89
5872
DarkGenius
Zenrus MCP Claim 1
Provides real-time currency exchange rates for USD and EUR against the Russian …
B 72 55 84 60 24 82 100
5873
wastrilith2k
Zep MCP Server Claim
Enables Claude to store, search, and retrieve persistent memories using Zep Clo…
B 72 55 78 65 27 81 100
5874
1RB
mongo-mcp Claim 2
MCP server that provide tools to LLMs such as claude in cursor to interact with…
B 72 55 90 65 N/A 19 80 91
5875
jschoemaker
driftguard-mcp Claim 1
MCP server for DriftGuard — exposes AI conversation drift scores and session he…
B 72 55 69 75 N/A 30 95 80
5876
kanghouchao
Band MCP Server Claim 1
A Model Context Protocol server that integrates with the Band API, allowing use…
B 72 55 69 60 50 81 98
5877
lesir831
A Bilibili MCP Server that can retrieve subtitles, danmaku (bullet comments), a…
B 72 54 68 41 N/A 61 95 99
5878
mbailey
voicemode Claim
Natural voice conversations for AI assistants - STT/TTS via MCP
B 72 55 84 20 N/A 85 81 97
5879
santis84
MCP RAG Claim
A complete MCP server for Retrieval-Augmented Generation with file management a…
B 72 55 72 56 45 81 100
5880
crybo-rybo
WebSurfer MCP Claim 1
A Model Context Protocol server that enables AI assistants to securely fetch an…
B 72 55 79 62 31 81 98
5881
ArchivierteRepositories
Enables developers to access kintone API specifications, field type documentati…
B 72 55 84 50 49 81 90
5882
GhoshSrinjoy
Enables access to Overleaf LaTeX projects through Git integration, allowing use…
B 72 55 78 58 47 81 90
5883
vivek100
SupaMCPBuilder Claim 1
A runtime-configurable MCP server for Supabase databases that enables dynamic t…
B 72 55 78 68 32 76 96
5884
laruss
An MCP server that automates a headless Chromium browser to generate images usi…
B 72 54 67 71 N/A 27 95 91
5885
gqy20
A professional literature search tool built on FastMCP framework that enables A…
B 72 55 54 82 63 81 80
5886
konashevich
Enables interaction with Google Drive files and Google Sheets through search, r…
B 72 55 78 62 39 81 91
5887
alpermdr
A production-ready MCP server that enables Claude to interact with local codeba…
B 72 54 96 31 N/A 40 88 99
5888
Alihkhawaher
Provides integration with Everything Search Engine allowing powerful file searc…
B 72 54 84 61 N/A 17 95 85
5889
web-agent-master
Provides real-time Google search capabilities to AI assistants like Claude, byp…
B 72 54 76 63 N/A 38 90 82
5890
reallycleansauce
Enables interaction with Overseerr API to manage movie and TV show requests, al…
B 72 55 84 66 22 80 96
5891
ruibaby
1Panel MCP Server Claim
An experimental server implementing Model Context Protocol to automate website …
B 72 55 84 100 48 81 31
5892
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
5893
diegofornalha
Um servidor MCP completo para integração com Sentry no Cursor, oferecendo 27 fe…
B 72 55 88 100 30 81 43
5894
K02D
Enables comprehensive analysis of CSV files and SQLite databases through tools …
B 72 55 60 82 N/A 22 95 90
5895
avantifellows
Read-only MCP server that enables AI tools like Claude and Cursor to query the …
B 72 55 66 82 24 81 94
5896
suckerfish
Enables fetching, searching, and analyzing YouTube video transcripts in multipl…
B 72 55 88 58 27 81 94
5897
Bluente
bluente-translate Claim
Translate your documents with formatting intact in 2 minutes
B 72 55 60 73 66 80 85
5898
Gechmind
Postman MCP Server Claim 2
An MCP server that enables running Postman collections using Newman, allowing L…
B 72 55 81 53 55 81 85
5899
MyunghoBae
Provides secure and efficient tools for codebase analysis, including file manag…
B 72 55 60 60 70 81 93
5900
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
Showing 5851–5900 of 58691 servers
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