MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43051
Shin-sibainu
Provides programmatic access to Google Search Console API data through Claude C…
43052
pofky
Check app review status, read reviews, download sales reports from App Store Co…
N/A N/A 75
43053
ambermem
Amber Claim
Gives your AI persistent memory across conversations. Stores facts automaticall…
43054
anthropics
claude-ai-mcp Claim
Report issues related to MCP integration with Claude here.
N/A N/A
43055
malamutemayhem
110+ tools for AI agents spanning social media, finance, gaming, music, AU-spec…
N/A N/A
43056
Gorgon-Cyber
gorgon-scout Claim
Run AI-driven web-app and API security scans (DAST) from Claude or any MCP agen…
N/A N/A
43057
drolosoft
go-docs-mcp Claim
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT…
N/A N/A
43058
Enlavan
Enables access to financial market data including EOD, intraday, fundamentals, …
43059
SoftInstigate
restheart Claim
The Agent-Ready Backend for MongoDB.
N/A N/A
43060
lailai258
An MCP-only server that launches AI CLI tasks (Claude, Codex, Gemini, Forge, Op…
N/A N/A
43061
douglac
Conta Azul ERP MCP — sales, customers, finance and NF-e via OAuth 2.0. Read + w…
43062
pipeworx-io
Oecd Claim
OECD MCP — Organisation for Economic Co-operation and Development data
43063
indiamcp
razorpay Claim 1
MCP server for Razorpay API.
N/A N/A 83
43064
lm203688
Enables AI to safely view and operate Redis databases with read-only mode by de…
43065
dpup
meshcore-mcp Claim
A Model Context Protocol server that exposes a MeshCore node and the mesh reach…
N/A N/A
43066
indigokarasu
mcp-plu-upc Claim
MCP server for looking up product information by UPC, EAN, GTIN barcodes and PL…
43067
Yuchen20
ContextCrumb Claim
ContextCrumb compresses long text, local files, and MCP catalog descriptions in…
N/A N/A
43068
windboyk0
Converts Excel table definitions to structured JSON and exposes them to LLMs vi…
N/A N/A
43069
CSOAI-ORG
fitness-ai-mcp MCP server by MEOK AI Labs
N/A N/A
43070
MukundaKatta
ip-mcp Claim
Provides tools to classify, test, and expand IPv4/IPv6 addresses using Node's b…
43071
mcpflow
This is a Model Context Protocol (MCP) server that provides tools for interacti…
N/A N/A
43072
fireblocks
Enables AI assistants to securely interact with Fireblocks services through the…
N/A N/A
43073
fastmcp-me
uniprot-mcp Claim
Provides seamless access to UniProtKB protein data, enabling querying of protei…
43074
muhammadchhota
MCP server integrating with PocketBase to manage tasks and projects. Enables AI…
43075
dravidsajinraj-iex
Provide a scaffold framework to build MCP servers efficiently. Enable rapid dev…
N/A N/A 95
43076
xsg22
MCP server that connects AI agents to MySQL databases for schema exploration, d…
43077
johnneerdael
netskope-mcp Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
81
43078
Ruiren1
mcp_project Claim
N/A N/A 95
43079
pipeworx-io
mcp-ibge-br Claim
MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics)…
43080
pipeworx-io
Provides access to Israel's national open data portal (data.gov.il) via CKAN AP…
43081
ATE-Labs
MCP server for automating VLP lab VM operations, exposing VM management tools t…
43082
potatouniverse
Enables AI to analyze, query, and manage a graph-based representation of softwa…
N/A N/A
43083
lonzzi
A Model Context Protocol (MCP) server that allows LLMs to search for movies and…
43084 N/A N/A 95
43085
pipeworx-io
mcp-istat-it Claim
Enables querying Italian national statistics (ISTAT) data through natural langu…
43086
fdcommercial
UK property finance calculators: bridging cost (rolled-up / retained / serviced…
43087
sanjay-vasoya
Enables fetching public repositories for a given GitHub username, returning cur…
N/A N/A
43088
mcdonaldsam
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
43089
ReyemTech
mcp-canada Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
43090
juanqui
MCP server for the JouleScope JS220 precision energy analyzer, enabling agents …
N/A N/A
43091
npow
Provides tools to search, get trending, random, and translate GIFs using the Gi…
43092
pipeworx-io
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
43093
pieeee
DocMCP Claim
Index any documentation website and search it from AI coding assistants via the…
N/A N/A
43094
cedricziel
aha-mcp Claim
Integrates with Aha.io product management platform, enabling offline data synch…
43095
zw008
vmware-pilot Claim
VMware workflow orchestration — multi-step state machine with approval gates, a…
43096
e-labus
health-api Claim
Clinical AI for lab analysis, biomarker scoring, health narratives, and risk in…
N/A N/A
43097
jin38324
Enables searching and reading OCI documentation using the Oracle Help Center Se…
N/A N/A
43098
Jairajmehra
MCP server for WATI WhatsApp Business API enabling AI assistants to send messag…
N/A N/A
43099
VivedhaElango
Enables searching and managing academic papers from arXiv with tools, resources…
N/A N/A
43100
amankrokx
An unofficial MCP server that connects AI assistants to Akamai APIs, providing …
Showing 43051–43100 of 46053 servers
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