MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30118
Scored
2112
Verified
16953
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33401
selfpatch
A thin MCP adapter that connects an LLM to the ros2_medkit SOVD HTTP API, enabl…
33402
mambalabsdev
Resolves a company domain or name to its LinkedIn URL with confidence and firmo…
N/A N/A 83
33403
netclaus
oroute Claim
Auto-route AI requests to 13 models (Claude, GPT, Gemini, Qwen, DeepSeek). 57% …
N/A N/A 83
33404
zeroentropy-ai
mcp-zeroentropy Claim 1
MCP Server for ZeroEntropy collections, top documents and rerankers
N/A N/A 95
33405
kala51773
A TypeScript-based MCP server for parsing EPUB files, enabling metadata extract…
N/A N/A
33406
danielwanwx
am-memory Claim
Persistent memory for Claude Code — a self-evolving knowledge layer that surviv…
N/A N/A
33407
JaimeJunr
MCP server that lets any agent or MCP host delegate tasks to the Cursor CLI age…
N/A N/A
33408
ergopitrez
Enables AI-driven brand visibility monitoring and SEO project management via th…
81
33409
tribecast-org
Provides persistent tribal memory for Claude Code sessions, enabling querying o…
33410
Baneado98
JWT Doctor Claim
Template for creating MCP servers with a server-side paywall gate, enabling fre…
33411
Code-for-100k
VaultBridge Claim
Secret management MCP server for AI coding agents that prevents secrets from en…
N/A N/A
33412
sam-david
unreal-mcp Claim
Enables natural language interaction with Unreal Engine, providing 127 tools ac…
N/A N/A
33413
theYahia
bog-ipay-mcp Claim
MCP server for Bank of Georgia iPay payment gateway, enabling payment orders, r…
N/A N/A
33414
trustrails
Search and compare 26,000+ UK electronics products across multiple retailers i…
81
33415
ivangrynenko
Provides AI agents with access to 284+ development best practices, security gui…
N/A N/A 95
33416
Rendershot
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
33417
liewcc
Herald MCP Claim
Enables two AI assistants on different computers to communicate with each other…
N/A N/A
33418
priyanshi9692
Enables automated Python code quality checks including linting, complexity anal…
N/A N/A
33419
voidly-ai
voidmail Claim
Email for AI agents. Create inboxes, send and receive emails without phone or C…
33420
muhammad-awais-web-dev
Exposes 32 portfolio tools over stdio so MCP-compatible AI clients can read and…
N/A N/A
33421
PavelKosik
Turns a personal-finance SQLite database into typed, schema-validated tools tha…
N/A N/A
33422
k186
proxypin-mcp Claim
Enables AI to analyze real-time HTTP(S) traffic captured by ProxyPin, with tool…
N/A N/A
33423
PostOakLabs
420+ client-side fintech tools (ISO 20022, AML, DORA, agentic payments) as MCP …
33424
ByTermi
MCP_Python Claim
MCP server deployed on Azure Functions that provides a LearnAgent tool to searc…
33425
romaine-life
mcp-grafana Claim
In-cluster MCP server for read-only diagnostics of Grafana, Prometheus, Alertma…
33426
Wuodan
mcp-base64 Claim
Provides tools to encode files to Base64 strings and decode Base64 content back…
N/A N/A
33427
JoeCardoso13
resend Claim
Provides access to the Resend API, enabling AI assistants to list and retrieve …
N/A N/A
33428
bryankemp
MCP server for controlling and monitoring Digital Loggers Power Switch Pro devi…
33429
johnphilipp
Search and retrieve detailed information about Swiss companies from the officia…
33430
pipeworx-io
Grants Gov Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
33431
takanorisuzuki
FastAPI implementation of MCP server that interacts with Nutanix Prism Central …
81
33432
jarrodcoulter
An MCP server that provides Nmap scanning tools such as ping, port scans, servi…
N/A N/A
33433
bobwares
A deployable server that implements the Model Context Protocol (MCP) on Cloudfl…
81
33434
therichkidcl-spec
Enables read and execution access to multiple MetaTrader 5 accounts, allowing a…
N/A N/A
33435
Mipiti
Lets AI coding agents generate and manage threat models, controls, assumptions,…
33436
timothywarner-org
Study materials, code examples, and practice scenarios for Anthropic's Claude C…
N/A N/A JU
33437
HuishanLi1997
Hermejia Claim
MCP server that enables AI agents to control Xiaomi Mi Home smart devices throu…
N/A N/A
33438
impca201
A remote MCP server that searches Google Flights for flight information and air…
81
33439
marcusicaro
meridian-mcp Claim
A timezone-aware MCP server that converts times, looks up current local times, …
N/A N/A
33440
codebymov
CarlaMCP Claim
Enables natural language-driven creation and execution of autonomous-vehicle sc…
N/A N/A
33441
Red-Panda-Dev
Read-only MCP server providing access to Belarusian securities data: tokens, sh…
81
33442
adrianmarin1976
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
81
33443
finvariant-mcp Claim 1
Financial-statement integrity checks (footing, tie-out) for AI agents.
N/A N/A 81
33444
rapid
note_mcp Claim
N/A N/A 95
33445
PatVandyke
bunpro-mcp Claim
An unofficial MCP server for Bunpro that exposes its review queue, search, stat…
33446
pipeworx-io
Enables access to the IUPHAR/BPS Guide to PHARMACOLOGY database for querying dr…
33447
cwt
Enables AI assistants to interact with Mercurial repositories, supporting versi…
33448
benthomasson
Enables MCP-compatible agents to query beliefs, search documents, and explore r…
33449
lewadik
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
81
33450
workadu
Enables AI assistants to interact with Workadu data through natural language, m…
Showing 33401–33450 of 62421 servers
« Prev 1 667 668 669 670 671 1249 Next »