MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12951
ghrud92
Loki MCP Server Claim 1
An MCP interface that allows AI assistants to query and analyze Grafana Loki lo…
C 59 55 60 62 46 80 39
12952
henry-insomniac
Horizon MCP Claim 2
An MCP server that exposes the Horizon content aggregation and analysis pipelin…
C 59 54 39 61 N/A 32 89 72
12953
iambond50-svg
Enables AI assistants to query, filter, and analyze local HTTP capture records …
C 59 54 48 33 N/A 27 92 92
12954
suryanshp1
Weather MCP Server Claim
A simple demonstration server for the MCP Python SDK that provides weather aler…
C 59 54 58 28 N/A 23 90 93
12955
kpsunil97
A Model Context Protocol server that enables searching and retrieving informati…
C 59 55 63 38 17 81 89
12956
DeveloperZo
Enables comprehensive audio file analysis and metadata extraction with speciali…
C 59 64 78 48 0 39 95 92
12957
shuakami
mcp-mail Claim
📧 MCP Mail Tool - AI-powered email management tool | 基于 MCP 的智能邮件管理工具
C 59 64 76 62 0 34 90 86
12958
JustineQinLao
A minimal Model Context Protocol server built with FastMCP that provides basic …
C 59 54 42 32 N/A 27 95 98
12959
yesid-lopez
MLflow MCP Server Claim
Enables AI assistants to interact with MLflow experiments, runs, and registered…
C 59 55 60 82 22 81 35
12960
GonTwVn
GonMCPtool Claim 2
A TypeScript-based Model Context Protocol toolkit that enables AI to interact w…
C 59 55 54 82 N/A 46 89 16
12961
JonaFly
RednoteMCP Claim
Enables automated interaction with Xiaohongshu (Little Red Book) to search for …
C 59 54 56 36 N/A 27 87 87
12962
slg1119
MySQL MCP Server Claim
Provides MySQL database integration for AI assistants and other MCP clients, al…
C 59 55 60 26 23 81 99
12963
riosraul
A server-sent events (SSE) MCP server that runs on Azure Container Apps with AP…
C 59 55 54 38 23 81 97
12964
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
12965
bsmi021
Provides code completion, bug fixing, and test generation for multiple programm…
C 59 66 78 75 0 18 80 91
12966
MyBlockcities
A template for creating custom tools for Cursor IDE using Model Context Protoco…
C 59 66 78 62 0 42 81 90
12967
charlielockyer-rice
Provides Claude with access to the tscircuit electronics component registry, en…
C 59 64 68 61 0 41 95 90
12968
inErrataAI
Enables AI agents to search for answers, log unresolved questions, and automati…
C 59 55 76 0 35 81 99
12969
bobby38
A deployable MCP server on Cloudflare Workers that doesn't require authenticati…
C 59 55 48 55 21 81 83
12970
Arindam200
devto-mcp Claim 1
MCP Server of DevTo
C 59 55 39 35 N/A 48 81 100
12971
SmartManoj
Demonstrate how to quickly implement an MCP server with minimal setup. Enable s…
C 59 54 48 32 N/A 22 95 97
12972
search-atlas-group
SearchAtlas MCP Server connects AI assistants to the SearchAtlas platform, prov…
C 59 66 60 72 0 52 81 91
12973
markomitranic
An MCP server that allows AI models to create data visualizations using Vega-Li…
C 59 55 63 45 20 69 93
12974
Anarcyst
YouTube MCP Server Claim
A zero-config server that enables searching YouTube videos, retrieving transcri…
C 59 55 70 0 51 81 99
12975
Ansvar-Systems
egyptian-law-mcp Claim
Egyptian legislation via MCP — full-text search across statutes and provisions
C 59 66 90 32 0 64 82 92
12976 C 59 54 42 37 N/A 24 95 93
12977
hannesrudolph
An MCP server that provides safe access to your iMessage database through Model…
C 59 54 49 33 N/A 30 90 94
12978
patw
Enables natural language queries against a MongoDB movie database to search fil…
C 59 55 60 25 37 82 90
12979
tylerjharden
flemcee Claim 1
An MCP server that enables remote control and automation of FL Studio via the f…
C 59 54 53 28 N/A 39 80 97
12980
kukapay
An MCP server that streams the latest Binance announcements to your AI agents i…
C 59 55 45 38 38 81 95
12981
Azoraqua
Minestom MCP Server Claim 1
An MCP server designed for developers to build and manage Minestom-based Minecr…
C 59 55 63 22 79 80 57
12982
wminson
Wraps the GitHub Copilot CLI to provide natural language command suggestions, e…
C 59 55 60 31 24 81 93
12983
luochang212
Card Magic MCP Claim 1
Implements the Chico & Dico card magic trick by encoding a hidden fifth card wi…
C 59 55 56 41 50 83 62
12984
magadsm
Enables safe execution of terminal commands across different shells (bash, cmd,…
C 59 54 66 53 N/A 18 95 49
12985
abhijeetka
A server that enables LLMs to manage Kubernetes clusters through natural langua…
C 59 55 68 25 23 81 94
12986
JackKuo666
Enables AI assistants to search and access clinical trial data from ClinicalTri…
C 59 55 64 32 19 81 94
12987
Chaeyun06
Provide route finding and navigation capabilities using the Naver Maps API. Ena…
C 59 54 30 68 N/A 22 92 78
12988
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
12989
suxiongye
random-web3-mcp Claim
RandomWeb3MCP is a random element generation service based on EVM block hash. T…
C 59 55 60 22 28 83 97
12990
gustavo-sacchi
A Model Context Protocol server that provides financial tools for retrieving re…
C 59 55 39 58 21 81 95
12991
DXC-Lab-Linkage
A continuous integration server that automates Python code analysis, providing …
C 59 55 68 31 19 81 88
12992
davidvc
Provides a project memory bank and RAG context provider for enhanced code under…
C 59 54 60 25 N/A 26 90 89
12993
Kyungpyo-Kim
Enables AI models like Claude to easily access and utilize subtitle data from Y…
C 59 55 80 35 34 81 54
12994
rsyuzyov
Enables semantic search through 1C codebase exports using local CPU-based RAG w…
C 59 55 72 30 40 80 70
12995
aqara-docs
MySQL MCP Server Claim 1
Enables AI applications to interact with MySQL databases through a secure inter…
C 59 55 72 50 41 71 53
12996
Utkarshchaudhary009
YtMCP Claim 1
A Model Context Protocol server providing comprehensive read-only access to You…
C 59 55 45 36 40 83 95
12997
bhargava2019
Implements a Model Context Protocol server that enables natural language intera…
C 59 55 44 45 27 81 99
12998
vestimir
A starter kit for building Model Context Protocol servers that enables AI tools…
C 59 55 54 100 20 81 25
12999
b-open-io
A collection of Bitcoin SV tools for the Model Context Protocol that enables AI…
C 59 66 86 43 0 56 81 91
13000
Financier-Nuri
MiniMax MCP Server Claim 1
Bridges MiniMax AI capabilities to the Model Context Protocol, enabling AI agen…
C 59 55 84 0 27 81 98
Showing 12951–13000 of 66495 servers
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