MCP Server Quality Scores

Independent quality analysis of 57597 public MCP servers

57597
Discovered
29849
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9051
LinkupPlatform
mcp-search-linkup Claim
Give Claude access to real-time knowledge and premium content. Get rid of Claud…
C 68 55 80 22 68 81 91
9052
gldc
Enables AI agents to interact with PostgreSQL databases through the Model Conte…
C 68 55 72 46 53 80 89
9053
behavioral-ds
MCP 101 Example Claim
A foundational implementation of a Model Context Protocol (MCP) server designed…
C 68 44 42 N/A N/A 34 95 98
9054
sushma9903
Provides real-world tools for weather data, stock market information, and inter…
C 68 55 72 52 24 81 100
9055
PashaBoiko
Enables comprehensive WCAG 2.0/2.1 accessibility testing of web applications us…
C 68 55 78 82 N/A 29 92 44
9056
setugk
Connects Claude to your self-hosted or cloud-based Seafile storage for managing…
C 68 55 76 36 47 80 99
9057
aws-samples
Sample S3 MCP Server Claim 1
Enables interaction with AWS S3 buckets to list buckets and objects, retrieve f…
C 68 55 84 41 48 80 84
9058
sam2332
Generates customizable placeholder images with configurable dimensions, colors,…
C 68 55 54 100 N/A 32 95 46
9059
WynnD
An implementation of a Model Context Protocol server that allows Claude and oth…
C 68 55 80 46 27 82 97
9060
sirsambhav221
Enables interaction with Docker Hub through Claude to search images, get image …
C 68 55 66 70 26 80 90
9061
ferrary7
MCPilot Claim
A powerful gateway for the Model Context Protocol (MCP) that unifies AI toolcha…
C 68 55 84 67 28 81 63
9062
jikime
Provides access to Naver Search APIs, allowing AI agents to search across multi…
C 68 55 60 75 19 81 97
9063
theoklitosBam7
Automatically generates conventional commit messages from staged git changes an…
C 68 55 70 31 70 82 93
9064
marc-shade
An advanced MCP server that provides stateful voice-controlled AGI capabilities…
C 68 54 88 31 N/A 28 90 94
9065
HeTalksInMaths
ToGMAL MCP Server Claim
Provides real-time, privacy-preserving analysis of LLM interactions to detect p…
C 68 54 96 33 N/A 22 95 80
9066
StuMason
Enables interaction with Coolify applications and resources through the Coolify…
C 68 55 50 82 31 81 90
9067
danilofalcao
GLM Vision Server Claim
Enables image analysis using GLM-4.5V's vision capabilities from Z.AI. Supports…
C 68 54 66 40 N/A 42 95 92
9068
praveenc
Provides semantic search over AWS Cloudscape Design System documentation using …
C 68 54 70 33 N/A 46 95 97
9069
nazufel
Bridges Xcode and Cursor to provide real-time access to build errors, warnings,…
C 68 54 78 30 N/A 28 95 100
9070
bmorphism
Marginalia MCP Server Claim 1
Provides access to Marginalia Search for discovering non-commercial and indepen…
C 68 55 90 83 32 81 37
9071
poly-mcp
Transforms Blender into an MCP server with 50+ tools for AI-driven 3D workflows…
C 68 54 90 26 N/A 42 95 82
9072
tiianhk
A coding agent for Max (Max/MSP/Jitter), which is a visual programming language…
C 68 54 72 31 N/A 48 90 97
9073
gxjansen
Transistor Claim
Interact with the Transistor.fm API to manage podcasts and episodes.
C 68 64 90 73 0 47 95 99
9074
lordbasilaiassistant-sudo
base-token-sniper Claim 1
MCP server to discover and trade new token launches on Base chain.
C 68 54 72 70 N/A 32 69 90
9075
mofumofu3n
Enables web search capabilities by integrating with the local gemini-cli tool. …
C 68 54 66 55 N/A 26 87 100
9076
da-ponta
Enables AI assistants to read, write, and format Google Spreadsheets through th…
C 68 55 72 57 27 82 95
9077
johnkimdw
Integrates with Freesound.org to enable searching, discovering, and previewing …
C 68 55 76 47 41 80 89
9078
Dev-91
A Model Context Protocol (MCP) based server that efficiently manages PDF files,…
C 68 55 60 67 37 81 90
9079
singularitybridge
Bridges Cline to an AI agent system through the Model Context Protocol, enablin…
C 68 55 60 68 50 81 79
9080
raintear94
High-performance code understanding toolkit that enables batch reading of multi…
C 68 55 62 82 N/A 50 95 44
9081
NSO-developer
Exposes Cisco Network Services Orchestrator (NSO) operations and data as MCP to…
C 68 55 66 41 49 82 100
9082
mtane0412
Twitch MCP Server Claim 1
Enables interaction with the Twitch API, allowing users to retrieve comprehensi…
C 68 55 90 63 20 81 70
9083
greirson
Todoist MCP Server Claim 1
An MCP server that connects Claude with Todoist for complete task and project m…
C 68 55 49 46 83 81 92
9084
HumanSignal
Create, manage, and automate Label Studio projects, tasks, and predictions for …
C 68 55 66 48 46 80 98
9085
WHUT-News
Enables storing and retrieving weather forecasts with text and audio in Google …
C 68 55 78 52 26 81 95
9086
rayenamer
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
C 68 54 66 50 N/A 21 95 100
9087
SeoNaRu
Enables real-time search and analysis of Korean laws, legal precedents, and adm…
C 68 55 72 71 28 81 78
9088
chillitray
Integrates LLMs with the Zintlr sales intelligence platform to search for prosp…
C 68 55 84 41 30 78 97
9089
roberthamel
Enables web searching via SearXNG, page content extraction with Crawl4AI, and i…
C 68 55 76 38 48 81 93
9090
roycedamien
Universal Microsoft Graph API gateway providing access to 1000+ endpoints for m…
C 68 55 78 82 48 81 41
9091
Gelberm
Provides tools to interact with the Chess.com Public API for fetching real-time…
C 68 55 54 82 27 81 88
9092
bughide010
Enables Claude to remember information about users across chats using a persist…
C 68 55 78 50 29 81 93
9093
Cappahccino
Supabase MCP Server Claim 1
A Model Context Protocol server that enables Claude and other LLMs to perform d…
C 68 55 75 46 42 82 91
9094
mattjoyce
A Model Context Protocol server that provides health data from the Senechal API…
C 68 55 75 41 49 80 95
9095
atinux
A simple Nuxt application that serves as a Model Context Protocol server deploy…
C 68 55 66 52 30 84 100
9096
hthuong09
PostgreSQL MCP Server Claim 2
A Model Context Protocol server that enables interaction with PostgreSQL databa…
C 68 55 65 52 60 76 90
9097
bobhuff0
A comprehensive suite of four MCP servers providing real-time stock market data…
C 68 55 96 25 30 81 99
9098
sriharsha-inthub
A demonstration MCP server that provides calculator functionality through both …
C 68 54 62 65 N/A 21 90 94
9099
nadavgb-atom
ib-async-mcp Claim 1
An MCP server that provides an interface for the Interactive Brokers API via th…
C 68 55 69 74 N/A 46 95 49
9100
MammothGrowth
dbt CLI MCP Server Claim
A Model Context Protocol (MCP) server that wraps the dbt CLI tool, enabling AI …
C 68 55 72 56 42 77 88
Showing 9051–9100 of 57597 servers
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