MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30118
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
33451
jbertus
openart-mcp Claim
Automates OpenArt.ai character and video workflows using Playwright, exposing t…
N/A N/A
33452
Dayoooun
Enables natural language querying of Korean statistical data from KOSIS, includ…
N/A N/A
33453
yyf
MCP2OSC Claim
Enables natural language control of OSC (OpenSoundControl) messages, allowing u…
N/A N/A
33454
Woorim-Chun
An AI reading companion that curates next books based on the Chicago Plan curri…
33455
friedice5467
Automates mobile game dailies on BlueStacks via ADB using a dual-LLM architectu…
N/A N/A
33456
danilop
Enables semantic search across all Kiro conversations (CLI and IDE), allowing t…
N/A N/A
33457
mambalabsdev
Resolves a company domain or name to its LinkedIn URL with confidence and firmo…
N/A N/A 83
33458
netclaus
oroute Claim
Auto-route AI requests to 13 models (Claude, GPT, Gemini, Qwen, DeepSeek). 57% …
N/A N/A 83
33459
zeroentropy-ai
mcp-zeroentropy Claim 1
MCP Server for ZeroEntropy collections, top documents and rerankers
N/A N/A 95
33460
kala51773
A TypeScript-based MCP server for parsing EPUB files, enabling metadata extract…
N/A N/A
33461
danielwanwx
am-memory Claim
Persistent memory for Claude Code — a self-evolving knowledge layer that surviv…
N/A N/A
33462
JaimeJunr
MCP server that lets any agent or MCP host delegate tasks to the Cursor CLI age…
N/A N/A
33463
ergopitrez
Enables AI-driven brand visibility monitoring and SEO project management via th…
81
33464
tribecast-org
Provides persistent tribal memory for Claude Code sessions, enabling querying o…
33465
Baneado98
JWT Doctor Claim
Template for creating MCP servers with a server-side paywall gate, enabling fre…
33466
Code-for-100k
VaultBridge Claim
Secret management MCP server for AI coding agents that prevents secrets from en…
N/A N/A
33467
sam-david
unreal-mcp Claim
Enables natural language interaction with Unreal Engine, providing 127 tools ac…
N/A N/A
33468
theYahia
bog-ipay-mcp Claim
MCP server for Bank of Georgia iPay payment gateway, enabling payment orders, r…
N/A N/A
33469
trustrails
Search and compare 26,000+ UK electronics products across multiple retailers i…
81
33470
Rendershot
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
33471
priyanshi9692
Enables automated Python code quality checks including linting, complexity anal…
N/A N/A
33472
voidly-ai
voidmail Claim
Email for AI agents. Create inboxes, send and receive emails without phone or C…
33473
muhammad-awais-web-dev
Exposes 32 portfolio tools over stdio so MCP-compatible AI clients can read and…
N/A N/A
33474
PavelKosik
Turns a personal-finance SQLite database into typed, schema-validated tools tha…
N/A N/A
33475
k186
proxypin-mcp Claim
Enables AI to analyze real-time HTTP(S) traffic captured by ProxyPin, with tool…
N/A N/A
33476
PostOakLabs
420+ client-side fintech tools (ISO 20022, AML, DORA, agentic payments) as MCP …
33477
ByTermi
MCP_Python Claim
MCP server deployed on Azure Functions that provides a LearnAgent tool to searc…
33478
romaine-life
mcp-grafana Claim
In-cluster MCP server for read-only diagnostics of Grafana, Prometheus, Alertma…
33479
Wuodan
mcp-base64 Claim
Provides tools to encode files to Base64 strings and decode Base64 content back…
N/A N/A
33480
JoeCardoso13
resend Claim
Provides access to the Resend API, enabling AI assistants to list and retrieve …
N/A N/A
33481
bryankemp
MCP server for controlling and monitoring Digital Loggers Power Switch Pro devi…
33482
johnphilipp
Search and retrieve detailed information about Swiss companies from the officia…
33483
pipeworx-io
Grants Gov Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
33484
takanorisuzuki
FastAPI implementation of MCP server that interacts with Nutanix Prism Central …
81
33485
jarrodcoulter
An MCP server that provides Nmap scanning tools such as ping, port scans, servi…
N/A N/A
33486
bobwares
A deployable server that implements the Model Context Protocol (MCP) on Cloudfl…
81
33487
therichkidcl-spec
Enables read and execution access to multiple MetaTrader 5 accounts, allowing a…
N/A N/A
33488
Mipiti
Lets AI coding agents generate and manage threat models, controls, assumptions,…
33489
timothywarner-org
Study materials, code examples, and practice scenarios for Anthropic's Claude C…
N/A N/A JU
33490
impca201
A remote MCP server that searches Google Flights for flight information and air…
81
33491
marcusicaro
meridian-mcp Claim
A timezone-aware MCP server that converts times, looks up current local times, …
N/A N/A
33492
codebymov
CarlaMCP Claim
Enables natural language-driven creation and execution of autonomous-vehicle sc…
N/A N/A
33493
Red-Panda-Dev
Read-only MCP server providing access to Belarusian securities data: tokens, sh…
81
33494
adrianmarin1976
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
81
33495
finvariant-mcp Claim 1
Financial-statement integrity checks (footing, tie-out) for AI agents.
N/A N/A 81
33496
rapid
note_mcp Claim
N/A N/A 95
33497
pipeworx-io
Enables access to the IUPHAR/BPS Guide to PHARMACOLOGY database for querying dr…
33498
cwt
Enables AI assistants to interact with Mercurial repositories, supporting versi…
33499
benthomasson
Enables MCP-compatible agents to query beliefs, search documents, and explore r…
33500
lewadik
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
81
Showing 33451–33500 of 62421 servers
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