MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33101
ybolduc
The world's first forensic FX audit MCP server. Detects hidden bank fees, undi…
N/A N/A
33102
srinivasan-sundaresan95
orihime Claim
Cross-repository code knowledge graph MCP server for Java, Kotlin, JavaScript, …
N/A N/A
33103
jfarcand
Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, t…
N/A N/A 95
33104
Ask-Me-Anything-dot-work
agenticflow Claim
Self-hosted MCP gateway that connects productivity tools like Jira, Confluence,…
N/A N/A
33105
michaelsong4399
Myrcael Claim
A TypeScript framework for building MCP servers with features for client sessio…
81
33106
INOTECH-ecbiesek
sienge-mcp Claim
N/A N/A 95
33107
binhtrongg
A remote MCP server that enables searching for news articles on specific topics…
81
33108
itk-dev
mcp-dawa Claim
MCP server for the Danish Address Web API (DAWA), enabling free-text address se…
33109
x86ed
Provides AI assistants with real-time aircraft tracking, FAA registration, and …
33110
swapnildagade1213
A Python template for building MCP servers with Streamable HTTP transport, prov…
33111 N/A N/A 95
33112
adelaidasofia
Local-first personal finance MCP. Aggregates bank, brokerage, credit, and loan …
N/A N/A
33113
vulpicastor
Exposes the host device's current date and time, returning local time with time…
N/A N/A
33114
PkLavc
mcp-brasil Claim
Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…
81
33115
ErnestoCorona
kanboard-mcp Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
N/A N/A
33116
neil-ac
Enables searching and filtering real estate properties in France through the Me…
81
33117
DotNova
ContextLayer Claim
Intelligent context infrastructure for AI teams: knowledge graph, sessions, tas…
33118
KohenAvocats
Provides OCR capabilities to LLMs via Google Cloud Vision, enabling reading of …
N/A N/A
33119
Knuckles-Team
MCP server enabling interaction with ServiceNow API for managing incidents, CMD…
33120
jamiemoles
crossmem Claim
Unified search across all Claude Code and Gemini CLI memories, enabling AI assi…
N/A N/A
33121
Yasserelhaddar
A standalone MCP server that brings complete data science capabilities to AI as…
N/A N/A
33122
griffinwork40
threads-mcp Claim
MCP server for the Threads API, enabling profile management, content reading, p…
33123
VirajMishra1
wander-agent Claim
60-tool AI travel agent: flights, hotels, visas, weather, fare watching, trip m…
N/A N/A
33124
Descomplicar-Marketing-e-Tecnologia
Enables management of CentOS Web Panel hosting accounts, SSL certificates, FTP …
33125
prowptai
Enables AI agents to create, edit, and publish web apps on Prowpt.ai through pr…
33126
Deepractice
RoleX Claim
Provides AI agents with persistent identity, social organization, and experienc…
N/A N/A
33127
bpamiri
Enables AI assistants to search, analyze, and interact with Elasticsearch throu…
33128
VVikingsson
Enables users to retrieve and structure shipment tracking information from DB S…
N/A N/A
33129
Poiuyhje
eqvps Claim
Crypto-paid no-KYC VPS that AI agents rent & operate over MCP — order, pay USDC…
33130
mlger
nakama-mcp Claim
An MCP server that allows Claude and other hosts to interact with a Heroic Labs…
33131
frousselet
UniFi MCP Claim
An MCP server that enables AI assistants to manage UniFi network infrastructure…
33132
intsig-textin
docflow-mcp Claim
Enables LLM agents to classify documents, extract fields, tables, and stamps, a…
33133
yamo-protocol
Enables LLMs to interact with the YAMO Blockchain, including reading lesson mem…
33134
bawbel
Scan MCP servers and skill files for AVE vulnerabilities. Conformance scoring a…
N/A N/A 95
33135
kesugwa
weather-mcp Claim
N/A N/A 95
33136
shapedthought
Provides structured access to Veeam product network port requirements. Enables …
33137
sverze
Provides stock market data and analysis tools using the Finnhub API, including …
33138
thinhbv
Enables AI assistants to interact with TradingView Desktop charts for analysis,…
N/A N/A
33139
fritzprix
yfin-mcp Claim
An enhanced Yahoo Finance MCP server with pagination, caching, and LLM-optimize…
33140
compiuta-origin
Enables natural language interaction with Connhex IoT platform APIs for managin…
N/A N/A
33141
Zavelinski
recall Claim
A zero-dependency MCP server for cross-session memory recall in Claude Code. Pr…
N/A N/A
33142
iamjameslennon
A Model Context Protocol server that gives Claude direct access to your D\&D Be…
N/A N/A
33143
cornelcroi
Enables users to ask questions about their spreadsheets in plain English and re…
N/A N/A 95
33144
veithly
A meta-MCP server that dynamically manages and invokes any MCP server on the fl…
N/A N/A
33145
LightningBerk
Enables Wave invoicing operations including listing invoices, retrieving detail…
N/A N/A
33146
MCP-Mirror
Enables querying and exploring the GitHub GraphQL API schema and executing opti…
81
33147
sevenlabsxyz
MCP server to list and get events from Evento's public API using an API key.
N/A N/A
33148
ndeast
Provides Claude with SQL access to Hevy workout history and personal training c…
N/A N/A 95
33149
sebastianall1977
gmail-mcp2 Claim
N/A N/A 95
33150
mo-silent
An MCP server that enables AI assistants to query and analyze logs from Grafana…
Showing 33101–33150 of 62421 servers
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