MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4251
jezweb
Provides seamless integration with NASA's public APIs, enabling AI assistants t…
B 75 55 78 63 54 80 99
4252
kzmshx
youtube-mcp Claim 1
An MCP server that enables the extraction of transcripts and detailed metadata …
B 75 55 51 82 73 81 91
4253
Oluwatunmise-olat
mcp-server-logs-sieve Claim 1
Query, summarize, and trace logs in plain English across GCP Cloud Logging, AWS…
B 75 55 67 68 77 78 89
4254
madhan-g-p
DevDocs-MCP Claim
DevDocs-MCP is a MCP server that provides version-pinned, deterministic documen…
B 75 54 72 66 N/A 44 92 98
4255
shaleen-wonder-ent
Simple MCP Server Claim
A demonstration server implementing the Model Context Protocol (MCP) that provi…
B 75 54 84 60 N/A 25 95 98
4256
lucas-1000
Enables AI assistants to query glucose data from health storage APIs, providing…
B 75 55 100 66 22 81 90
4257
Positronic-AI
MCP Dynamic Tools Claim
A dynamic MCP server that automatically discovers Python files in a directory a…
B 75 54 84 58 N/A 37 95 90
4258
dbt-labs
dbt-mcp Claim
Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/…
B 75 55 86 38 93 80 86
4259
alxspiker
Enables AI models to dynamically create and execute their own custom tools thro…
B 75 55 88 100 42 81 49
4260
rishav-learnerml
Enables users to track personal expenses through natural language interactions …
B 75 66 78 66 89 26 81 100
4261
Augmented-Nature
ChEMBL-MCP-Server Claim 1
A comprehensive Model Context Protocol (MCP) server providing advanced access t…
B 75 55 94 100 N/A 37 81 44
4262
WilliamLebrato
Provides filesystem access and integration with Z.ai's GLM-4 models for code ge…
B 75 54 78 68 N/A 22 95 98
4263
solanaprox
solanaprox-mcp Claim 1
Description: Pay-per-request access to Claude and GPT models via Solana USDC us…
B 75 55 86 65 32 80 99
4264
IBM
mcp-context-forge Claim
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/…
B 75 55 94 30 N/A 91 80 86
4265
StevenFengLi
tavily-mcp Claim
tavily-mcp
B 75 55 84 70 42 81 90
4266
danbugs
Enables Claude to manage Google Drive files and folders through natural languag…
B 75 55 94 65 19 81 100
4267
ExpertVagabond
volcengine Claim 1
ByteDance Volcano Engine (Doubao) MCP server
B 75 54 90 41 N/A 50 90 99
4268
hyypeman
chilipiper-mcp Claim
Enables lead routing, booking link generation, and scheduling management throug…
B 75 55 76 67 53 81 93
4269
leafeye
lunchmoney-mcp Claim 1
An MCP server that lets AI assistants interact with your Lunchmoney data, enabl…
B 75 54 69 67 N/A 45 95 92
4270
qingmu0v0
mysql_mcp Claim
B 75 54 90 68 N/A 29 87 88
4271
Pickle-Pixel
HydraMCP Claim 1
An MCP server that enables users to query, compare, and synthesize responses fr…
B 75 55 61 82 66 81 86
4272
LuisRincon23
SEC MCP Claim
A Server-Sent Events Model Context Protocol server that enables both remote and…
B 75 55 94 50 45 81 97
4273
Lutherscottgarcia
MCP Conductor Claim 1
An orchestration system that coordinates multiple MCP servers to eliminate AI s…
B 75 54 90 56 N/A 44 89 88
4274
priyankark
lighthouse-mcp Claim 2
MCP server for Google Lighthouse performance metrics
B 75 55 75 100 N/A 60 90 39
4275
birdwell
Enables access to RuneScape 3 data including real-time Grand Exchange prices, i…
B 75 55 84 58 46 82 98
4276
Leghis
SMART-E2B Claim
Enables secure execution of JavaScript and Python code in cloud-based E2B sandb…
B 75 55 78 68 43 81 99
4277
sailaoda
A concurrent browser MCP server that supports multiple parallel browser instanc…
B 75 55 90 100 N/A 30 95 41
4278
Knuckles-Team
SearXNG MCP Server Claim
Enables privacy-respecting web searches through SearXNG metasearch engine with …
B 75 55 66 70 67 81 91
4279
keithah
Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 speci…
B 75 55 90 100 N/A 29 95 39
4280
ajbr0wn
Gmail MCP Server Claim 1
An integration server that provides Claude Desktop access to Gmail, enabling us…
B 75 54 86 65 N/A 16 91 100
4281
kritsxxxiva-sudo
cli Claim
B 75 54 90 41 N/A 58 90 93
4282
gyoridavid
short-video-maker Claim
Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the …
B 75 55 76 70 N/A 58 82 84
4283
airy10
GEDCOM MCP Server Claim
Enables AI agents to create, edit, and query genealogical data from GEDCOM file…
B 75 55 84 56 59 81 91
4284
brockwebb
Enables natural language queries of U.S. Census Bureau data, translating plain …
B 75 55 90 71 30 84 87
4285
tldv-public
lets you interact with your meeting data (to list, ask, summarize, extract - vi…
B 75 55 78 75 33 81 98
4286
chennachandrika
A basic example of developing and running serverless Model Context Protocol (MC…
B 75 66 78 75 85 21 81 96
4287
digitalxenon98
Tracks DB Schenker shipments by reference number, providing detailed shipment i…
B 75 55 78 55 55 83 100
4288
shaharia-lab
mcp-kit Claim
MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions for ready to…
B 75 54 84 43 N/A 71 95 83
4289
rycid
RandomUser MCP Server Claim 1
Provides enhanced access to the randomuser.me API with advanced features like c…
B 75 55 84 63 46 82 90
4290
sage-hq
AgentCortex MCP Claim
An AI memory system that creates isolated, persistent memory banks for each cod…
B 75 55 66 72 62 81 92
4291
el-el-san
Model Context Protocol server that enables generating videos from text prompts …
B 75 55 84 68 39 80 93
4292
sharansahu
MCP SQL Agent Claim
An AI-powered SQLite assistant that converts natural language to SQL queries wi…
B 75 54 82 57 N/A 36 95 98
4293
davidashman
AnyList MCP Server Claim
Enables AI assistants to interact with AnyList for managing shopping lists, rec…
B 75 54 82 62 N/A 37 92 94
4294
JanNafta
Integrates PropellerAds' programmatic advertising platform with AI to automate …
B 75 55 90 91 42 81 53
4295
Doriandarko
Sora MCP Server Claim
Integrates with OpenAI's Sora 2 API to generate, remix, and manage AI-generated…
B 75 55 80 66 50 81 93
4296
abhiz123
Todoist MCP Server Claim 2
An MCP server that integrates Claude with Todoist, enabling natural language ta…
B 75 55 79 67 45 80 97
4297
MikelA92
Enables LLMs to interact with Metabase instances through 33 tools for querying …
B 75 55 92 68 28 81 93
4298
drdanielbender
Enables checking domain name availability and pricing through the Porkbun API, …
B 75 55 84 60 42 81 100
4299
dev-brewery
Centrally manages Claude agent definitions, configurations, and custom commands…
B 75 55 94 58 27 81 99
4300
JMitac
MCP Security Scanner Claim 1
Enables comprehensive security scanning of code projects, detecting vulnerabili…
B 75 55 84 100 N/A 26 95 50
Showing 4251–4300 of 67197 servers
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