MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28873
Scored
2088
Verified
16951
Complete

Last updated 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13051
ampcome-mcps
Allows AI assistants to interact with Square's connect API, providing access to…
C 59 66 78 66 0 41 81 87
13052
DeveloperZo
Enables comprehensive audio file analysis and metadata extraction with speciali…
C 59 64 78 48 0 39 95 92
13053
namiraprita
Polyglot Claim 1
An MCP server that provides standardized translation services across six langua…
C 59 55 39 62 41 81 72
13054
choec77
NCP MCP Server Claim
Enables conversational management of Naver Cloud Platform infrastructure throug…
C 59 55 72 63 24 81 42
13055
ampcome-mcps
Aiven MCP Server Claim
Provides access to Aiven's PostgreSQL, Kafka, ClickHouse, Valkey and OpenSearch…
C 59 55 54 30 41 81 90
13056
liuyazui
Base64 MCP Server Claim
A simple and efficient MCP server that provides Base64 encoding and decoding fu…
C 59 55 60 36 22 81 89
13057
feenlace
mcp-1c Claim 1
MCP server for 1C:Enterprise — AI assistant sees your configuration and generat…
C 59 55 73 0 N/A 62 81 82
13058
13888285815
Windows-MCP Claim
A lightweight server that enables AI agents to interact natively with the Windo…
C 59 55 72 0 52 81 92
13059
Sauravmehto
Provides comprehensive stock intelligence workflows by integrating data from mu…
C 59 55 60 82 25 77 35
13060
chrisvin-jabamani
Lotus MCP Claim
Enables creation of reusable browser automation skills through demonstration by…
C 59 66 80 63 0 29 81 95
13061
creatuluw
Enables AI assistants to manage tasks in Directus databases with automatic sche…
C 59 66 78 72 0 21 81 96
13062
dizzydes
0pi-mcp-server Claim
Store and retrieve data objects for free. Temporary cloud storage for agents. T…
C 59 64 90 33 0 46 95 90
13063
nasir0md
Identifies high-risk patient cohorts and generates care gap closure plans using…
C 59 54 54 25 N/A 35 92 88
13064
clappia-dev
clappia-mcp Claim 1
An MCP server that provides Clappia workspace, forms, workflows, submissions, a…
C 59 54 57 48 N/A 29 77 76
13065
nicolavs
Laundry Timer MCP Claim
Helps plan optimal laundry times by providing access to laundry preferences and…
C 59 54 54 20 N/A 24 95 98
13066
Sallvainian
Search and retrieve NGSS standards by code, domain, or topic. Explore three-dim…
C 59 66 94 10 0 76 83 100
13067
mndambuki
Enables creation and management of Word documents from markdown content, with s…
C 59 66 90 58 0 19 81 97
13068
yamanoku-playground
A Cloudflare Workers-based server for deploying Model Context Protocol tools wi…
C 59 55 48 45 26 82 93
13069
chand45
Enables large language models to automatically report customer-facing issues wi…
C 59 55 60 35 20 81 94
13070
hyperskill
MCP-Hyperskill Claim
A FastMCP integration with Hyperskill that allows AI agents to explain programm…
C 59 55 66 30 24 81 87
13071
TheOneTrueNiz
Enables searching and retrieving articles, citations, and structured content fr…
C 59 55 72 0 53 81 95
13072
autonsol
atxp-mcp Claim
Access 5+ ATXP agent tools via MCP: web search, AI image generation, email, and…
C 59 55 76 0 35 81 99
13073
davidvc
Provides a project memory bank and RAG context provider for enhanced code under…
C 59 54 60 25 N/A 26 90 89
13074
Prooflie
An MCP server that provides deepfake detection capabilities, allowing clients t…
C 59 66 65 71 0 36 81 99
13075
erenozdemirrr
PitchLink MCP Claim 1
An MCP server that reads startup pitch drafts from Notion to provide comprehens…
C 59 55 33 70 30 81 80
13076
byrness
weather Claim 1
An MCP server for weather information.
C 59 55 29 100 N/A 26 95 37
13077
Ansvar-Systems
czech-law-mcp Claim
Czech legislation via MCP — full-text search across statutes and provisions
C 59 66 90 33 0 59 83 91
13078
jorge6242
FRD Orchestrator Claim 1
An MCP server that exposes structured Functional Requirements Documents (FRDs) …
C 59 54 41 37 N/A 27 94 96
13079
dshemendiuk
Enables interaction with SendPulse Chatbots API to manage chatbot accounts, ret…
C 59 66 62 71 0 40 81 99
13080
peidaqi
Enables LLMs to retrieve stock market data and financial information from Yahoo…
C 59 55 62 17 36 82 99
13081
srirama7
Enables comprehensive system monitoring and diagnostics through 18 tools that p…
C 59 54 60 27 N/A 24 95 82
13082
Aifornorms
Excel MCP Server Claim 1
A Model Context Protocol server that enables AI agents to create, read, and mod…
C 59 55 57 31 42 69 97
13083
Company-Gibraltar
company-gibraltar Claim
Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
C 59 64 76 55 0 50 95 80
13084
vestimir
A starter kit for building Model Context Protocol servers that enables AI tools…
C 59 55 54 100 20 81 25
13085
intersective
An integration server that allows AI models to query Practera's GraphQL API for…
C 59 66 68 70 0 50 81 85
13086
Eivs
Enables Google search queries and webpage content extraction through an MCP ser…
C 59 66 72 72 0 28 82 96
13087
illuminaresolutions
n8n MCP Server Claim 3
An MCP server enabling secure interaction with n8n workflows, executions, and s…
C 59 66 75 66 0 44 78 90
13088
fernsugi
x402-api-server Claim
Pay-per-call DeFi data API for AI agents via x402 micropayments (USDC on Base).…
C 59 66 96 43 0 29 80 100
13089
tonderflash
An MCP server that allows users to search for movies, get detailed information,…
C 59 55 39 82 N/A 41 95 34
13090
Dan-Camargo
mcp-ytTranscript Claim
Simple MCP server that returns the transcription of a Youtube video using url a…
C 59 54 50 35 N/A 23 90 96
13091
hankerbiao
Redfish MCP Server Claim
Enables interaction with Redfish-compliant BMC devices for server management, f…
C 59 55 56 36 27 81 90
13092
johan2328
An MCP server that enables Microsoft Copilot Studio to fetch and deliver random…
C 59 54 45 15 N/A 49 94 100
13093
tomaitagaki
X MCP Server Claim 1
Enables interaction with X (Twitter) API v2 with multi-user OAuth 2.0 support, …
C 59 66 78 68 0 24 80 99
13094
0lovesakura0
Enables Claude Desktop to search private documents using Azure AI Search and pe…
C 59 55 60 32 22 81 93
13095
AlexiFeng
MCP Chat Logger Claim
A tool that preserves chat history as Markdown files, automatically adding time…
C 59 55 60 22 40 83 91
13096
svngoku
A secure Docker-based environment that allows AI assistants to safely execute c…
C 59 55 60 35 21 76 95
13097
GitDzreal93
A FastMCP framework-based server providing Android device automation control ca…
C 59 54 62 28 N/A 19 88 90
13098
windsornguyen
gmail-mcp Claim 1
An MCP server that enables management of Gmail messages, threads, labels, and d…
C 59 55 39 35 47 81 99
13099
gustavo-sacchi
A Model Context Protocol server that provides financial tools for retrieving re…
C 59 55 39 58 21 81 95
13100
sauniket
Enables AI agents to retrieve real-time stock data, manage watchlists, and perf…
C 59 55 48 33 43 80 93
Showing 13051–13100 of 33790 servers
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