MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31760
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3751
snoopdave
A minimal Model Context Protocol server in TypeScript that demonstrates MCP-com…
B 75 55 68 68 53 84 100
3752
aringad
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
B 75 54 62 75 N/A 45 95 96
3753
yihaoWang
Notion MCP Server Claim
Enables AI assistants to interact with Notion workspaces through the Notion API…
B 75 55 86 63 39 81 98
3754
IBM
IBM/mcp-cli Claim
Yet another CLI tool for testing MCP servers.
B 75 54 84 31 N/A 69 94 100
3755
bbangjooo
MCP Installer Claim
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
B 75 55 86 100 N/A 25 95 49
3756
DavidCho1999
Enables users to search and navigate over 22,500 indexed sections across 16 Can…
B 75 55 84 51 58 80 99
3757
DatSciX-CEO
MCP server that enables intelligent analysis of legal spend data across multipl…
B 75 55 78 66 55 81 92
3758
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
3759
vzeman
Odoo MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to interact with Odo…
B 75 55 75 70 45 80 97
3760
leonchike
Enables access to SimBrief flight planning data through Claude Desktop with sec…
B 75 55 72 72 45 81 100
3761
lintility
vestaboard-mcp Claim
Enables control of Vestaboard displays through cloud and local APIs, allowing u…
B 75 55 78 67 48 81 97
3762
lcbro
LCBro Claim
A powerful MCP server for browser automation that supports both Playwright and …
B 75 55 84 68 37 81 94
3763
za2keep
MySQL MCP Server Claim 1
Enables AI assistants to securely interact with MySQL databases through tools f…
B 75 55 78 62 54 82 96
3764
bablulawrence
Enables AI agents to interact with Microsoft Fabric by exposing tools for manag…
B 75 55 66 82 39 81 99
3765
Headlesshost
Kapiti MCP Server Claim 2
Enables AI assistants to interact with the Kapiti platform through 87 tools cov…
B 75 55 86 100 31 81 57
3766
birdwell
Enables access to RuneScape 3 data including real-time Grand Exchange prices, i…
B 75 55 84 58 46 82 98
3767
chrismannina
PubMed MCP Server Claim
A comprehensive Model Context Protocol server that enables advanced PubMed lite…
B 75 55 100 48 42 81 94
3768
d3lta02
Prover MCP Claim 1
Enables AI assistants to control Succinct Prover Network operations on Sepolia …
B 75 54 84 68 N/A 21 90 98
3769
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
3770
daedalus
mcp-rfc-editor Claim 2
An MCP server that provides rfc editing capabilities
B 75 44 63 N/A N/A 42 95 96
3771
ShunsukeHayashi
Enables comprehensive management of TyranoStudio visual novel projects includin…
B 75 54 88 47 N/A 51 95 90
3772
kylestratis
Enables creating and managing Spotify playlists using natural language with adv…
B 75 55 86 71 41 81 86
3773
MaesHughes
Wuxing Search MCP Claim
A privacy-focused search server built on SearXNG that provides unlimited, multi…
B 75 55 88 62 50 82 87
3774
Mohit4022-cloud
Enables AI-powered marketing campaign management across Google Ads, Facebook Ad…
B 75 55 90 60 44 82 90
3775
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
3776
iptracej-education
A starter template for creating Model Context Protocol servers that integrate w…
B 75 55 90 56 44 81 94
3777
lennyzeltser
Turns any static website into an MCP-searchable knowledge base by deploying a C…
B 75 55 76 63 54 81 99
3778
shex1627
MCPMake Claim
Enables management and execution of Python scripts with automatic LLM-extracted…
B 75 55 84 100 N/A 21 95 52
3779
jar285
MCP-Discord Claim
A Discord MCP server that enables AI assistants to interact with Discord platfo…
B 75 55 78 71 45 81 91
3780
Vvkmnn
claude-vigil-mcp Claim
An MCP server for creating named checkpoints and snapshots of projects, with se…
B 75 54 72 61 N/A 54 94 89
3781
totonga
odsbox-jaquel-mcp Claim 1
A Model Context Protocol (MCP) server for ASAM ODS with odsbox Jaquel query too…
B 75 54 85 38 68 95 90
3782
moonlitknight
A TypeScript template for building remote Model Context Protocol (MCP) servers …
B 75 55 80 58 45 84 100
3783
my-mcp-hub
mcp-kit Claim
A CLI tool to create MCP (Model Context Protocol) applications with ease.
B 75 54 88 50 N/A 76 91 67 HA
3784
dev-brewery
Centrally manages Claude agent definitions, configurations, and custom commands…
B 75 55 94 58 27 81 99
3785
TheSethRose
Build a robust server to enable AI agents to interact with various tools.
B 75 54 68 68 N/A 38 95 100
3786
https-eduardo
Integrates with Clockify to manage time entries through natural language prompt…
B 75 55 88 65 38 78 95
3787
Yuchen20
Memory-Plus Claim
A lightweight, local RAG memory store for MCP agents that enables recording, re…
B 75 54 76 55 N/A 55 95 90
3788
QuantGeekDev
coincap-mcp Claim 2
Real-time cryptocurrency market data integration using CoinCap's public API, pr…
B 75 55 88 56 44 81 98
3789
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
3790
metehan777
Semrush MCP Server Claim
Provides AI assistants with access to Semrush SEO API functionality including d…
B 75 55 84 77 25 81 92
3791
Vivek-k3
Models PLUS Claim
Provides comprehensive AI model metadata through MCP, enabling search and filte…
B 75 55 84 60 49 80 95
3792
juyoung-won
mcp-figma Claim 1
B 75 54 84 65 N/A 18 95 100
3793
andrewhopper
ITMCP Claim 1
Secure network administration MCP server that enables AI assistants to safely e…
B 75 55 90 61 42 76 99
3794
KrishnaRandad2023
reddit-mcp Claim
This server provides AI agents with tools to fetch, post and search on Reddit.
B 75 55 78 68 39 83 99
3795
nocoo
MCP Make Sound Claim 2
A Model Context Protocol server for macOS that enables AI assistants to play sy…
B 75 55 75 100 N/A 43 95 50
3796
dbsectrainer
Universal data connector for CSV, Postgres, and REST APIs via DuckDB
B 75 44 63 N/A N/A 62 83 92
3797
blueprint-infrastructure
Solentic Claim
Native Solana staking infrastructure for AI agents. 18 MCP tools for staking, u…
B 75 55 63 80 49 81 100
3798
geobio
Provides access to the National Park Service API to search for U.S. national pa…
B 75 55 78 72 48 82 90
3799
TBosak
Specbridge Claim 1
An MCP server that automatically converts OpenAPI specifications into MCP tools…
B 75 55 59 93 46 81 90
3800
adamlj
Enables capturing screenshots from Android devices over WiFi for UI debugging a…
B 75 55 86 100 N/A 18 95 52
Showing 3751–3800 of 66402 servers
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