MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7901
st3v
Enables creation, management, and scheduling of Garmin Connect workouts from na…
B 70 55 82 41 45 81 98
7902
potato-castle
Mono Memory MCP Claim
A self-hosted MCP server that provides AI assistants with a shared, persistent …
B 70 54 66 43 48 92 99
7903
pyang2045
TWSE MCP Server Claim
Provides real-time access to Taiwan Stock Exchange market data, financial repor…
B 70 55 88 91 30 81 39
7904
zhuermu
Enables translation of PowerPoint presentations to multiple languages using AWS…
B 70 55 84 56 18 81 96
7905
whbfxy
Enables fetching, searching, and summarizing WeChat public account articles thr…
B 70 54 72 61 N/A 33 90 84
7906
Nexus-Digital-Automations
Crawl4AI MCP Server Claim 1
A Model Context Protocol server that provides web scraping capabilities, enabli…
B 70 55 45 100 25 81 93
7907
ranveer0323
Allows Claude and other MCP clients to access real-time and historical stock ma…
B 70 55 70 63 43 81 88
7908
vfa-khuongdv
Redmine MCP Server Claim 1
Enables AI agents to interact with Redmine API for managing tickets, projects, …
B 70 54 63 70 54 75 88
7909
arslankhanali
Enables interaction with Apple Notes on macOS through AppleScript, allowing use…
B 70 55 54 74 N/A 26 95 94
7910
cap5192
Enables management and monitoring of Cisco Meraki networks, including device op…
B 70 55 78 66 21 81 93
7911
Scofieldkoh
Todoist MCP Claim
Enables LLMs to interact with Todoist task management platform through its API,…
B 70 55 60 61 49 81 100
7912
livoras
A client-server browser automation solution that reduces HTML token usage by up…
B 70 55 72 67 28 81 90
7913
recursivesquircle
Enables AI agents to manage a file-backed ticketing system directly within a lo…
B 70 54 78 57 N/A 30 89 85
7914
kukapay
token-revoke-mcp Claim 1
An MCP server for checking and revoking ERC-20 token allowances across multiple…
B 70 55 57 73 43 76 98
7915
CursorTouch
Android-MCP Claim
MCP Server for interacting with Android Devices.
B 70 54 68 33 N/A 58 95 99
7916
kurror
A server that enables communication with multiple unichat-based MCP servers sim…
B 70 55 84 61 20 81 89
7917
wallacetju
Stock Data MCP Server Claim 3
Provides comprehensive stock market data across US, Hong Kong, and Chinese mark…
B 70 55 84 91 28 82 44
7918
JamesANZ
memory-mcp Claim 1
An MCP server that stores and retrieves memories from multiple LLMs using Mongo…
B 70 54 55 58 N/A 52 92 92
7919
JacerOmri
OpenAPI MCP Server Claim
A command-line tool that transforms any OpenAPI service into a Model Context Pr…
B 70 55 88 67 50 81 52
7920
LeomaiaJr
WOL MCP Server Claim
Provides read-only access to the Watchtower Online Library (WOL) with advanced …
B 70 55 76 51 53 82 84
7921
vrtornisiello
mcp-camara Claim 1
An MCP server that provides access to the Brazilian Chamber of Deputies open da…
B 70 55 63 57 47 83 98
7922
genieincodebottle
rag-app-on-aws Claim
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Ge…
B 70 54 70 46 N/A 47 89 94
7923
amornpan
Model Context Protocol server that provides seamless access to Google Calendar …
B 70 55 78 72 15 81 90
7924
Omniscience-Labs
OMNI-MQTT-MCP Claim
Enables AI assistants to publish and subscribe to MQTT topics with configurable…
B 70 55 62 82 26 81 90
7925
klei30
mcp-google-sheets Claim
B 70 54 72 41 N/A 45 90 98
7926
0x4m4
hexstrike-ai Claim
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, …
B 70 54 94 26 N/A 51 87 85
7927
PraneshASP
foundry-mcp-server Claim
An experimental MCP Server for foundry built for Solidity devs
B 70 55 66 58 N/A 54 81 91
7928
bobmatnyc
A cloud-based vector memory service that provides AI assistants with persistent…
B 70 55 78 43 45 81 97
7929
morphik-org
Morphik MCP Claim
Enables interaction with the Morphik multi-modal database system for document i…
B 70 55 60 72 33 81 98
7930
Magic-Sauce
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
B 70 55 94 82 42 81 32
7931
Caue397
Enables LLMs to read, create, and manage Google Calendar events through a stand…
B 70 55 78 75 20 77 87
7932
daekeun-ml
Translates PowerPoint presentations while preserving formatting using Amazon Be…
B 70 55 72 36 70 81 93
7933
aviveldan
Datagov Israel MCP Claim
MCP for Data.gov.il Israeli Government Data
B 70 55 74 35 65 81 96
7934
JaxonDigital
Enables AI assistants to manage Optimizely DXP deployments through natural lang…
B 70 55 54 82 51 81 80
7935
abhishekms1047
Generates MCP servers from Postman API requests, automatically creating JavaScr…
B 70 55 78 66 21 81 91
7936
truaxki
MCP Notes Server Claim 2
An MCP server for managing and persisting notes, offering CRUD operations, note…
B 70 55 79 47 34 82 100
7937
takiAA
Twitter MCP Server Claim 1
Provides tools for interacting with Twitter to retrieve tweets by ID and post n…
B 70 55 78 63 17 81 95
7938
koriyoshi2041
Moltbook MCP Server Claim 2
An MCP server that enables integration with Moltbook, a social network designed…
B 70 54 75 40 N/A 46 90 98
7939
mitsuhiko
Pexpect MCP Server Claim
Enables AI assistants to execute Python code with pexpect functionality for int…
B 70 55 54 82 46 81 82
7940
jpbullalayao
An MCP-compliant server that enables AI agents to perform accurate Pokémon batt…
C 69 55 90 70 48 82 40
7941
Aki894
mcp-ClinicalTrial Claim 1
An MCP server that interacts with the ClinicalTrials.gov API v2 to perform drug…
C 69 55 63 63 37 83 92
7942
alondmnt
Joplin MCP Server Claim 1
FastMCP server exposing Joplin notes, notebooks, tags, and imports.
C 69 54 56 46 N/A 83 78 95
7943
wuzhi-dev
SOAR MCP Server Claim
Integrates SOAR (Security Orchestration, Automation and Response) capabilities …
C 69 55 90 43 42 81 82
7944
dockersamples
MCP server providing Docker Desktop release notes and security information.
C 69 54 48 52 N/A 61 95 97
7945
RED-BASE
CDP MCP Claim 1
A Chrome DevTools Protocol MCP server that enables direct browser automation wi…
C 69 54 78 53 N/A 30 87 89
7946
infinitepi-io
Bookmark Manager MCP Claim 1
A Model Context Protocol server that provides persistent storage, categorizatio…
C 69 55 61 100 57 81 39
7947
John42506176Linux
Reflect MCP Server Claim
Enables AI assistants like Claude to interact with Reflect notes through OAuth …
C 69 55 62 71 31 76 97
7948
dayongd1
Enables secure file uploads to Amazon S3 with progress tracking and presigned U…
C 69 55 66 65 40 81 89
7949
HamzaFarhan
Memory MCP Claim
A knowledge-graph-based memory system for AI agents that enables persistent inf…
C 69 54 60 60 N/A 25 95 100
7950
guangxiangdebizi
News MCP Server Claim
A smart news search server that automatically switches between multiple news AP…
C 69 55 78 100 29 81 40
Showing 7901–7950 of 67197 servers
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