MCP Server Quality Scores

Independent quality analysis of 33692 public MCP servers

33692
Discovered
28840
Scored
2087
Verified
16951
Complete

Last updated 2 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11451
mchlkim
Enables users to monitor and query Zabbix infrastructure through natural langua…
C 63 55 66 73 24 81 58
11452
razvan1326
Provides AI tutoring capabilities for Romanian police academy entrance exam pre…
C 63 66 96 68 0 37 81 88
11453
dataforseo
DataForSEO MCP Server Claim 3
A Model Context Protocol server that enables Claude to interact with DataForSEO…
C 63 55 65 70 54 80 38
11454
finack
Provides aviation weather information through a Model Context Protocol server, …
C 63 55 68 82 40 81 30
11455
PhillipRt
Official implementation of Anthropic's 'think' tool that provides Claude with a…
C 63 55 54 50 25 84 95
11456
spences10
Integrates Jina.ai's Grounding API with LLMs for real-time, fact-based web cont…
C 63 66 84 70 0 51 81 91
11457
zilliztech
mcp-server-milvus Claim 1
MCP Server for Milvus / Zilliz, making it possible to interact with your databa…
C 63 55 59 35 54 80 88
11458
jot-s-bindra
Enables deployment of Model Context Protocol servers on Cloudflare Workers with…
C 63 55 48 70 26 84 83
11459
kelnixsolutions
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
C 63 66 72 70 0 63 81 98
11460
SecretiveShell
MCP-toolhouse Claim 2
MCP server for toolhouse.ai. This does not rely on an external llm unlike the o…
C 63 55 73 32 37 81 89
11461
yihaoWang
ClickUp MCP Server Claim 1
Enables AI assistants to interact with ClickUp's project management platform. S…
C 63 55 84 41 19 80 80
11462
michaelahern
Airthings Consumer MCP Server
C 63 55 76 27 73 81 60
11463
waue0920
A deployable Model Context Protocol server for Cloudflare Workers that allows u…
C 63 55 48 68 26 84 84
11464
dvvolkovv
Calculates Human Design charts based on birth date, time, and location, providi…
C 63 54 80 57 N/A 33 90 41
11465
RodrigoUC
Docker MCP Server Claim 2
An MCP server that enables managing Docker containers through natural language …
C 63 54 57 47 N/A 30 82 96
11466
leopold16
Enables users to search, browse, and retrieve AI prompts from the Tripleshot pu…
C 63 54 62 37 N/A 26 95 90
11467
local-falcon
Connects AI systems to Local Falcon API, enabling access to local SEO reporting…
C 63 55 67 10 76 80 92
11468
PHOENIXxXTM
Weather MCP Server Claim
Provides real-time weather data including temperature, humidity, and conditions…
C 63 54 62 30 N/A 24 94 99
11469
whiteknightonhorse
APIbase Claim
Unified API hub for AI agents with 56+ tools across travel (Amadeus, Sabre), pr…
C 63 66 100 66 0 74 82 54
11470
rileylemm
Enables querying a hybrid system that combines Neo4j graph database and Qdrant …
C 63 55 66 35 41 81 90
11471
System-R-AI
Pre-trade risk validation and position sizing for AI trading agents via G-formu…
C 63 66 90 60 0 55 83 91
11472
BACH-AI-Tools
jieba-mcp Claim
Enables Chinese text segmentation using the jieba library with support for prec…
C 63 55 42 57 42 84 90
11473
avivshafir
abstractapi-mcp-server
C 63 55 62 32 41 81 99
11474
dannySubsense
YouTube MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to access YouTube da…
C 63 55 55 42 37 81 100
11475
purva-kashyap
Microsoft MCP Claim
Enables AI assistants to interact with Microsoft Graph API services including O…
C 63 55 72 40 27 81 88
11476
vipink1203
A Model Context Protocol server that enables AI agents to securely access and i…
C 63 55 55 66 39 80 71
11477
KrishnaPramodParupudi
kaggle Claim
This Kaggle MCP Server makes Kaggle more accessible by letting you browse compe…
C 63 54 56 30 N/A 37 90 100
11478
ecosyste-ms
Enables querying package ecosystem data from ecosyste.ms, including package met…
C 63 66 86 61 0 52 80 100
11479
kukapay
cointelegraph-mcp Claim
Providing real-time access to the latest news from Cointelegraph.
C 63 55 64 32 40 82 97
11480
WGalyean50
Enables AI-powered analysis of sales call transcripts through natural language …
C 63 54 66 27 N/A 26 95 94
11481
bobooooo
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
C 63 55 54 52 30 83 93
11482
asdasgusdas
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 63 55 48 68 24 84 86
11483
freshmurry
A template for deploying MCP servers to Cloudflare Workers without authenticati…
C 63 55 48 70 27 81 83
11484
curtis-d-williams
A deterministic, read-only MCP server that enforces license headers in tracked …
C 63 54 50 32 N/A 50 92 95
11485
PixdataOrg
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
C 63 66 84 72 0 47 81 90
11486
amornpan
Enables semantic search and retrieval-augmented generation (RAG) using Qdrant v…
C 63 55 78 33 21 80 94
11487
trypeggy
A Model Context Protocol server that enables Claude or Cursor to send direct me…
C 63 54 47 31 N/A 48 95 100
11488
IAcomunIA
CoinGecko MCP Server Claim 1
A Model Context Protocol server that connects Gemini CLI with CoinGecko's API, …
C 63 55 41 82 22 81 83
11489
Pankhur
Public MCP Server Claim
A basic Model Context Protocol (MCP) server implementation that provides a foun…
C 63 55 62 82 N/A 23 95 39
11490
gevans3000
Implements the Model Context Protocol to provide LLMs with tools for interactin…
C 63 55 60 56 16 81 90
11491
mcollina
PermShell MCP Claim 1
A Model Context Protocol server that allows LLMs to execute shell commands with…
C 63 55 39 100 N/A 34 95 39
11492
ilyoungkim
A minimal FastAPI implementation that mimics Model Context Protocol functionali…
C 63 55 60 58 18 81 88
11493
Geeksfino
kb-mcp-server Claim 1
An MCP server aimed to be portable, local, easy and convenient to support seman…
C 63 55 57 31 64 80 88
11494
VibeCodingInc
vibe-mcp Claim
Social layer for Claude Code - DMs, presence, discovery, and games between AI-a…
C 63 64 100 35 0 75 95 80
11495
krunal16-c
Provides access to 250,000+ Canadian government datasets and specialized queryi…
C 63 55 78 32 24 80 90
11496
Ansvar-Systems
taiwanese-law-mcp Claim
Taiwanese legislation via MCP — full-text search across statutes and provisions
C 63 64 90 38 0 66 95 91
11497
monuit
Enables AI assistants to access Oura Ring health data including sleep, readines…
C 63 66 84 68 0 45 82 100
11498
BACH-AI-Tools
An MCP server that provides access to the Midjourney Best Experience API for ge…
C 63 55 41 100 45 81 43
11499
nicolasmosquerar
A read-only Kubernetes MCP server that enables developers to inspect app status…
C 63 55 64 47 24 76 95
11500
MilesCool
Provides an MCP server that allows large language models to access real-time an…
C 63 55 60 33 41 80 99
Showing 11451–11500 of 33692 servers
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