MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64151
hlsitechio
MCP Instruct Claim
Provides persistent personal and organizational knowledge storage that any LLM …
N/A N/A 95
64152
CSOAI-ORG
MEOK ABCI Bridge MCP — read-only Tendermint / Cosmos blockchain query for agent…
64153
prosam13-ui
MCP server for WordPress that integrates Telegram post parsing and SideQuest ap…
64154
javeo2022
Enables Claude Code to directly manage WordPress sites via natural language, in…
N/A N/A
64155
adelaidasofia
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus…
N/A N/A
64156
GregBaugues
Enables interaction with a Token Bowl fantasy football league through the Sleep…
64157
Sergey-Bl
testrail-mcp Claim 1
An MCP server for TestRail that prepares everything needed to generate test cas…
81
64158
kubachour
MCP server for mobile growth & user acquisition, connecting LLMs to a curated k…
N/A N/A
64159
Kayvan-Zahiri
ats Claim
Which ATS does a company use? Portal-verified answers for 743 employers + resum…
64160
CSOAI-ORG
recipe-finder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
64161
Unity-Environmental-University
Enables reflective thinking and memory storage with support for multiple AI pro…
81
64162
info-kk33
## AskMia eSIM MCP Server AskMia MCP Server enables AI agents to search and se…
81
64163
AnnasMazhar
pyspark-mcp Claim
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
N/A N/A
64164 N/A N/A 95
64165
inhoinno86-hub
MCP server for real estate checktime, providing pre/post-contract checklists, r…
64166
Perufitlife
aviation-mcp Claim
Live aviation data for AI agents: METAR weather, airports, aircraft, glossary &…
64167
JesseGdotIO
Deterministic finance & safety APIs for AI agents: DCF, IRR, Greeks, risk. Free…
64168
universal-mcp
Provides a standardized interface for interacting with SharePoint tools and ser…
64169
clauxel
Paid remote MCP for agent design system guard MCP, structured receipts, audit l…
64170
Tampermonkey
MCP server to manage your Tampermonkey scripts
N/A N/A
64171
m2ai-mcp-servers
An MCP server that provides AI assistants with full access to Notion workspaces…
N/A N/A
64172
bitlabsdevteam
Enables AI agents to securely query governed Snowflake data and use Cortex AI t…
81
64173
singhhkunttall
trae123 Claim
N/A N/A 95
64174
ahmedxuhri
Big Indexer Claim
Architecture-aware MCP context with boundaries, seams, impact scope, and BGI-TW…
N/A N/A
64175
CSOAI-ORG
AI-powered translator pro ai MCP server for agents. Supports translate text, de…
N/A N/A 95
64176
AgentBill Claim 1
Billing infrastructure for AI agents. Preflight spend checks + post-execution u…
N/A N/A 81
64177
malkreide
MCP server providing access to Swiss cultural heritage data including ISOS town…
64178
SatyamSingh8306
backend2mcp Claim
Automatically converts Python web backends (FastAPI, Flask, Django) into MCP se…
64179
standbyme626
Turn your Chrome browser into your intelligent assistant - Let AI take control …
N/A N/A
64180
OpenTrain-AI
OpenTrain Claim
Hire human data labelers, RLHF annotators, and evaluators from your coding agen…
N/A N/A
64181
Automattic
MCP server for reading Simplenote notes across macOS, Linux, and Windows
N/A N/A
64182
NabheetCloud
Unofficial read-only MCP server for your local WhatsApp chat history (stays on …
N/A N/A 81
64183
Piwe
Paid KYC, AML, and regulatory risk assessment over MCP via x402 USDC micropayme…
64184
FunplayAI
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
N/A N/A
64185
danielcregg
Manage RosettaHUB user AWS accounts — budgets, AWS CLI, access control.
N/A N/A 83
64186
retailbox-automation
Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and vie…
N/A N/A 95
64187
okareo-ai
Okareo Claim
Simulation, evaluation and monitoring for voice agents.
64188
Ansh642
Enables AI agents to retrieve live weather updates for any city via OpenWeather…
81
64189
CSOAI-ORG
Supply chain management and logistics tools for AI agents. Capabilities: shipme…
N/A N/A
64190
drboden
Enables Claude to update existing Google Drive files in place via a service acc…
64191
ronantakizawa
The GIS Data Conversion MCP allows reverse geocoding, WKT/GeoJSON conversion, T…
N/A N/A 95
64192
QianJue-CN
Integrates OpenWeatherMap API with MCP to provide weather data, forecasts, air …
64193
hkopenai
Provides access to Hong Kong government auction data for confiscated, used/surp…
64194
axel-belfort
Historical crypto OHLCV candle data API for AI agents. Daily, 4-hour, and 1-hou…
81
64195
RainyMarks
RainyMCP Claim
A network analysis MCP server providing 23 tools for packet capture, protocol a…
N/A N/A
64196
seonokkim
mcp-server Claim
An MCP server that integrates with LangChain and ChromaDB to provide documentat…
N/A N/A
64197
googleworkspace
Provide AI assistants with up-to-date access to Google Workspace APIs and servi…
N/A N/A 95
64198
IvanBBaev
ServiceNow MCP server — 67 tools over the full REST surface, every auth method,…
N/A N/A
64199
Buxiulei
nbdpsy-mcp Claim
MCP server for managing Xiaohongshu (Little Red Book) account matrix operations…
64200
serebano
Capture, inspect & debug HTTPS traffic across iOS, Android, browsers & backends…
Showing 64151–64200 of 66427 servers