MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6851
andnp
Enables semantic search over local Markdown documentation using hybrid retrieva…
B 71 54 78 33 N/A 65 92 90
6852
bitscorp-mcp
A Node.js server that enables video manipulation through natural language reque…
B 71 54 54 68 N/A 34 95 100
6853
angrysky56
Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases…
B 71 55 90 31 49 80 100
6854
deanpluse
MCP Sui Tools Claim 1
A toolkit that integrates with the Sui blockchain, allowing Claude to request t…
B 71 55 54 82 45 81 90
6855
988664li-star
Enables web search through DuckDuckGo and webpage content fetching with intelli…
B 71 55 56 82 43 81 90
6856
ssv445
A Model Context Protocol server that enables image generation and retrieval fro…
B 71 55 71 100 N/A 31 95 41
6857
r-huijts
opentk-mcp Claim 1
Access Dutch Parliament (Tweede Kamer) information including documents, debates…
B 71 55 64 60 51 82 97
6858
gharshit
Enables AI assistants to safely interact with PostgreSQL databases through read…
B 71 55 72 52 47 81 100
6859
nahmanmate
PostgreSQL MCP Server Claim 1
Facilitates management and optimization of PostgreSQL databases, offering analy…
B 71 55 78 100 47 81 34
6860
ChristophEnglisch
MCP server implementation for Keycloak user management. Enables AI-powered admi…
B 71 55 79 57 N/A 39 81 91
6861
just-every
MCP Deep Search Claim
Enables deep web search across multiple providers including Google, Bing, Brave…
B 71 55 70 100 49 81 44
6862
hloiseau
mcp-gopls Claim
Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, …
B 71 55 72 36 N/A 81 81 93
6863
nicholaswilde
Enables access to agent instruction files and prompts for AI development workfl…
B 71 55 66 51 68 81 93
6864
mbrt
Kustomize MCP Claim 1
An MCP server designed to help AI models refactor Kubernetes configurations by …
B 71 54 57 68 N/A 33 95 96
6865
54yyyu
code-mcp Claim
Code-MCP: Connect Claude AI to your development environment through the Model C…
B 71 54 88 31 N/A 42 95 91
6866
ramuzes
A Model Context Protocol server that connects AI agents to Apache Jena, enablin…
B 71 55 71 66 40 76 95
6867
AlexKissiJr
GitHub MCP Server Claim 1
Enables comprehensive interaction with the GitHub API, including file operation…
B 71 55 84 63 25 78 93
6868
BurtTheCoder
mcp-dnstwist Claim 3
MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosqua…
B 71 55 75 57 48 76 96
6869
ertugrul59
MCP server that captures TradingView chart images via Selenium — supports any t…
B 71 54 72 40 N/A 64 90 90
6870
Angeluis001
Playwright MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
B 71 55 57 66 54 81 96
6871
Raffay0177
Provides weather information through MCP tools integrated with a FastAPI backen…
B 71 54 78 56 N/A 19 95 95
6872
ReexpressAI
Reexpress MCP Server
B 71 54 74 28 N/A 61 95 100
6873
QianJue-CN
Random.org MCP Server Claim 1
A Model Context Protocol server that provides access to api.random.org for gene…
B 71 55 63 62 45 81 100
6874
hyperb1iss
droidmind Claim
Control Android devices with AI through MCP, enabling device control, debugging…
B 71 54 72 36 N/A 76 92 85
6875
CLOUDWERX-DEV
GPT Image 1 MCP Claim 1
A Model Context Protocol server that enables generating and editing images usin…
B 71 55 69 72 46 81 82
6876
hugohow
mcp-audio-analysis Claim
MCP to analyse local audio file.
B 71 54 76 47 N/A 49 90 89
6877
vog01r
Enables managing Google Cloud Platform infrastructure through natural language,…
B 71 55 90 51 28 81 92
6878
ctrlswing
Drip MCP Server Claim 1
Enables interaction with Drip's email marketing platform through comprehensive …
B 71 55 72 73 23 80 93
6879
tenzir
Tenzir MCP Server Claim
Enables AI assistants to interact with security data pipelines and map data to …
B 71 54 54 47 N/A 74 95 92
6880
GH05TCREW
Provides a bridge between large language models and the Metasploit Framework, e…
B 71 55 86 43 50 81 90
6881
amurshak
congressMCP Claim
An MCP server allowing AI agents and MCP clients to interface with the Congress…
B 71 55 84 48 N/A 55 82 84
6882
dorianglz
Bubble MCP Claim
Enables AI assistants to interact with Bubble.io applications through the Model…
B 71 55 72 66 32 81 98
6883
jerkovicl
A TypeScript template for building remote Model Context Protocol (MCP) servers …
B 71 55 72 58 40 81 100
6884
HenryHaoson
📇 ☁️ A Model-Context-Protocol (MCP) server for integrating with Yuque API, allo…
B 71 54 60 68 N/A 36 87 97
6885
NakiriYuuzu
sql-mcp Claim 1
A Model Context Protocol server for interacting with MSSQL and PostgreSQL datab…
B 71 55 51 75 51 81 97
6886 B 71 54 66 48 N/A 55 92 94
6887
azumausu
Enables AI agents to analyze shogi (Japanese chess) positions and moves by inte…
B 71 54 66 63 N/A 43 95 83
6888
CalamityAdam
MCP Todo Claim
Enables users to manage a persistent todo list through natural language, suppor…
B 71 55 74 68 28 81 95
6889
LostInBrittany
The MCP server provides access to Clever Cloud's documentation, allowing users …
B 71 54 72 50 N/A 38 90 100
6890
uright
A Model Context Protocol server that enables AI agents to interact with Azure D…
B 71 55 63 100 N/A 43 95 40
6891
Samuelr2112
Enables users to manage appointments through a FastAPI backend with PostgreSQL …
B 71 55 84 55 21 81 100
6892
acyment
Enables running Swift package tests through the swift test command in specified…
B 71 54 66 60 N/A 39 95 91
6893
tobioffice
Enables AI assistants to convert LaTeX source code into professionally formatte…
B 71 54 78 51 N/A 21 95 100
6894
db-mattmolony
Enables deployment and hosting of custom MCP servers on Databricks Apps platfor…
B 71 55 78 61 30 81 94
6895
sgup
Enables searching and retrieving icons from The Noun Project API with advanced …
B 71 55 78 67 23 81 94
6896
5ajaki
Safe MCP Server Claim 2
An MCP server that enables interaction with Safe (formerly Gnosis Safe) smart c…
B 71 55 81 58 39 82 89
6897
andrewszk
AI agent payment security - spending limits, whitelists, and human approval.
B 71 54 72 67 N/A 32 83 94
6898
AminForou
mcp-gsc Claim
Google Search Console Insights with Claude AI for SEOs
B 71 54 82 41 N/A 37 90 98
6899
gokulapap
Enables comprehensive security testing and penetration testing through natural …
B 71 55 96 47 30 81 89
6900
lumberjack-so
JoeMCP Claim
Connects AI assistants to JoeAPI construction management system, enabling manag…
B 71 55 82 100 28 81 43
Showing 6851–6900 of 30006 servers
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