MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64601
mSaeedS
JFrog MCP Claim
Read-only MCP server for JFrog Artifactory repository intelligence, enabling li…
64602
souravpn
whoop-mcp Claim
A Model Context Protocol (MCP) server that gives Claude access to your WHOOP bi…
N/A N/A
64603
theastraway
Enables AI agents to persist and retrieve memories via a personal knowledge gra…
64604
CSOAI-ORG
env-manager-ai-mcp MCP server by MEOK AI Labs
N/A N/A
64605
halilcengel
IzmirMCP Claim
MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, T…
64606
sachitrafa
YourMemory Claim
Persistent memory for AI agents. Memories decay with time and strengthen on rec…
N/A N/A 81
64607
DingDawg-dev
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
N/A N/A 83
64608
won3er
mermaid-mcp Claim
A basic MCP server example with a hello tool, info resource, and assistant prom…
N/A N/A
64609
syia-ai
This MCP server enables managing dashboard menu sections for client configurati…
64610
cvandesande
Hardware-accelerated codebase mapping that indexes Git repositories into Postgr…
N/A N/A
64611
murilojrpereira
Bridges any OpenAPI 3.x REST API to Claude Code by automatically generating one…
64612
xiaobenyang-com
An Airbnb search desktop extension that offers advanced filtering features and …
N/A N/A 95
64613
shaxzodbek-uzb
Enables LLM agents to route responses as accept, verify, or ask-a-human based o…
N/A N/A
64614
Political-Comms
api Claim
Compliant political SMS/MMS from MCP clients: projects, contacts, analytics, bi…
N/A N/A
64615
Llldmiao
基于Model Context Protocol (MCP) 的A股实时行情查询服务器,支持查询A股实时价格、历史K线数据、财务信息及市场概况。
64616
daedalusdevelopmentgroup
Pay-per-call x402 gateway: one MCP server for 90+ agent tools (utilities, DNS/W…
64617
jpace
SkillRepo Claim
A permanent home for publishers. A curated skill library your team installs fro…
N/A N/A 95
64618
UnbearableDev
Hungarian sole-trader invoicing via Szamlazz.hu - issue, query, PDFs, VAT-ceili…
64619
Arkya-AI
Ember MCP Claim
A local-first persistent memory server that uses Voronoi partitioning and tempo…
N/A N/A 95
64620
veyvey45-eng
Remote MCP server for hotel rate monitoring and pricing workflows via Apify. It…
N/A N/A 95
64621
3121n
nve-mcp Claim
Norwegian flood & landslide hazard data from NVE, by WGS84 coordinate.
N/A N/A
64622
holiday-forever
Interactive photo gallery widget for a single Airbnb listing with price, rating…
64623
sqllocks-arch
Provides full execution and management capabilities for Microsoft Fabric Data E…
81
64624
jeremymikkelsen
Enables AI to access Bible translations in hundreds of languages, original Gree…
N/A N/A
64625
jsilvanus
Enables SSH-based deployment operations such as git pull, command execution, sc…
N/A N/A
64626
RonasIT
MCP server for Open WebUI Knowledge Bases – search and access your knowledge ba…
81
64627
TotesMagotes
Submit receipts, run income/P&L/mileage/subscription analytics, create reports …
N/A N/A
64628
signaledi
SignalEDI Claim
EDI parse, validate, send & inspect (X12/EDIFACT) from any MCP client. Demo wit…
N/A N/A
64629
dominion525
familiar-mcp Claim
MCP server that drives the user's real signed-in Chrome on macOS via AppleScrip…
N/A N/A
64630
BuyWhere
catalog-api Claim
Agent-native product catalog: 300M+ products across US+SEA. Search, compare, de…
64631
dbsxortime
A MongoDB Atlas-based Notion-style knowledge base management MCP server that su…
N/A N/A
64632
codenikhildr
Forgeline Claim
Read-only Modbus TCP monitoring server that exposes safe MCP tools for AI agent…
64633
corralimited
mcp Claim
Visual-diff & change-detection tools that catch agentic UI drift for coding age…
N/A N/A
64634
oktopeak
filevine-mcp Claim
Open-source MCP server connecting Claude to Filevine practice management. Built…
N/A N/A
64635
pipeworx-io
Companies House MCP — UK statutory company registry (BYO key)
64636
mattshu0410
An MCP plugin that provides access to NCBI's dbSNP database, allowing developer…
N/A N/A 95
64637
RicardoSantos
mcp-fsolar Claim
MCP server that connects to Felicity Solar cloud battery data, allowing natural…
64638
CSOAI-ORG
yaml-ai-mcp Claim
AI-powered yaml ai MCP server for agents. Supports validate yaml, convert yaml …
N/A N/A
64639
jmcentire
signet-eval Claim
Deterministic policy enforcement and MCP management for AI agent tool calls.
N/A N/A 95
64640
nzwi263
A boilerplate MCP server built with Python and FastMCP, ready for deployment on…
64641
homemade-software-inc
Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with…
64642
GrabzIt
mcp-server Claim
Official GrabzIt MCP server for AI web scraping, screenshots, and PDF/DOCX gene…
N/A N/A
64643
subnetangel
ToolMux Claim
Aggregates multiple MCP servers via a single interface with token optimization …
N/A N/A
64644
envigoinnovations
Connects MCP clients like Claude and Cursor to MemberPass workspace, exposing 4…
64645
spxrtiat111
2Sense Claim
Enables Claude to analyze short-form video ads by extracting frames, audio, and…
N/A N/A
64646
VladimirWrites
90+ pure finance calculators: loans, investing, bonds, options, tax. Stateless,…
64647
SLAtech-IL
mediora-mcp Claim
Doctor-reviewed blood-test markers, conditions & symptoms as agent tools. EN/RU…
64648
FBRMike
Connects Claude to the Hospitable API v2 for managing vacation rental propertie…
64649
MGhunch
dot-mcp Claim
Relays job-setup and todo actions from Claude to the Dot Hub, enabling job crea…
64650
adam-nntd
Verify the authenticity of a SickSlip doctor's note from your AI assistant. Si…
81
Showing 64601–64650 of 67291 servers