MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2151
ymyzk
Nagoya Bus MCP ⚡ Claim
Provides access to Nagoya bus system information and schedules. Enables users t…
B 78 5⁄4 ◉ ⏳ 68 58 N/A 72 95 100
2152
alephnan
Provides threat intelligence lookups against the AbuseIPDB database, enabling I…
B 78 5⁄5 ◉ ⏳ 84 75 — 49 81 93
2153
Octodet
Read/write Elasticsearch mcp server with many tools
B 78 5⁄5 ◉ ⏳ 78 73 — 66 76 95
2154
s-n-n
Edge TTS MCP ⚡ Claim 1
A cross-platform MCP server that enables Claude to speak using Microsoft Edge T…
B 78 5⁄5 ◉ ⏳ 72 82 N/A 45 90 96
2155
2001Y
CodeRabbit CLI MCP ⚡ Claim
Enables AI code reviews through the CodeRabbit CLI by exposing a run_review too…
B 78 5⁄4 ◉ ⏳ 78 72 N/A 52 90 92
2156
intruder-io
intruder-mcp ⚡ Claim 1
MCP server to access [Intruder](https://www.intruder.io/), helping you identify…
B 78 5⁄5 ◉ ⏳ 80 60 — 67 81 100
2157
watchdealer-pavel
WatchBase MCP Server ⚡ Claim 1
An MCP server providing structured access to WatchBase's watch database, enabli…
B 78 5⁄5 ◉ ⏳ 85 75 — 47 81 95
2158
CryptoAPIs-io
mcp-broadcast ⚡ Claim 2
MCP server for broadcasting signed raw transactions to multiple blockchains via…
B 78 6⁄4 ◉ ⏳ 81 76 92 37 83 90
2159
corbyjamesibm
A memory management system that enables AI assistants to store, search, and vis…
B 78 5⁄5 ◉ ⏳ 100 63 — 47 76 96
2160
adrian-dotco
Enables natural language time tracking and reporting for Harvest, including aut…
B 78 5⁄5 ◉ ⏳ 90 68 — 50 76 96
2161
drfccv
mcp-server-12306 ⚡ Claim 1
An MCP server that provides 12306 ticket query
B 78 5⁄5 ◉ ⏳ 69 91 N/A 57 95 74
2162
bkotos
Todoist MCP Server ⚡ Claim
Provides Todoist task management capabilities to AI assistants through the Mode…
B 78 5⁄4 ◉ ⏳ 84 63 N/A 49 95 93
2163
optuna
optuna-mcp ⚡ Claim
Official MCP server enabling seamless orchestration of hyperparameter search an…
B 78 5⁄4 ◉ ⏳ 78 61 N/A 81 87 88
2164
thhart
Log MCP Server ⚡ Claim 1
Enables AI assistants to automatically inspect and analyze application runtime …
B 78 5⁄5 ◉ ⏳ 84 91 N/A 69 95 45
2165
minami110
Enables AI assistants to analyze GDScript code structure, extract symbols, func…
B 78 5⁄5 ◉ ⏳ 84 100 N/A 44 95 49
2166
guangxiangdebizi
URL2QR ⚡ Claim
Convert any link into a QR code and get a shareable image link in seconds. Crea…
B 78 5⁄4 ◉ ⏳ 96 45 N/A 44 95 100
2167
artmann
package-registry-mcp ⚡ Claim 1
MCP server for searching and getting up-to-date information about NPM, Cargo, P…
B 78 5⁄4 ◉ ⏳ 67 61 N/A 70 95 100
2168
subspace-lab
matlab-mcp-server ⚡ Claim
Matlab MCP Server in python
B 78 5⁄4 ◉ ⏳ 86 58 N/A 54 95 92
2169
aws-samples
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amaz…
B 78 5⁄4 ◉ ⏳ 96 50 N/A 50 95 90
2170
PavelGuzenfeld
gemini ⚡ Claim
MCP server that exposes Google Gemini as tools for Claude Code
B 78 5⁄4 ◉ ⏳ 72 72 N/A 69 83 94
2171
exoticknight
mcp-file-merger ⚡ Claim
File merger tool, suitable for AI chat length limits.
B 78 5⁄4 ◉ ⏳ 86 65 N/A 45 92 96
2172
Jutop
SSH Linux Control ⚡ Claim
Enables remote Linux VM management via SSH with automatic safety checks for des…
B 78 5⁄5 ◉ ⏳ 71 91 N/A 28 95 93
2173
joshuayoes
ios-simulator-mcp ⚡ Claim
A Model Context Protocol (MCP) server for interacting with iOS simulators. This…
B 78 5⁄4 ◉ ⏳ 62 63 N/A 86 89 98
2174
cprice70
amazonads-mcp ⚡ Claim 1
MCP server for Amazon Ads API - manage campaigns, keywords, bids, and performan…
B 78 5⁄5 ◉ ⏳ 79 100 N/A 53 75 73
2175
houtini-ai
Downloads your entire Search Console dataset into a local SQLite database, then…
B 78 5⁄4 ◉ ⏳ 88 60 N/A 52 95 88
2176
skydeckai
An MCP Server to enable global access to Rememberizer
B 78 5⁄5 ◉ ⏳ 85 66 N/A 53 81 97
2177
drrodingo-del
BlenderMCP ⚡ Claim 1
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 78 5⁄5 ◉ ⏳ 66 82 N/A 44 95 96
2178
MushroomFleet
Transform your ordinary story content into rich, detailed narratives. Enhance y…
B 78 5⁄4 ◉ ⏳ 86 60 N/A 48 91 100
2179
trackerfitness729-jpg
Deploy live HTTPS websites in seconds. Instant subdomains ($1 USDC) or custom .…
B 78 5⁄4 ◉ ⏳ 78 68 — 50 95 95
2180
SchematicHQ
Schematic ⚡ Claim 1
Manage companies, plans, features, and billing through SchematicHQ
B 78 5⁄4 ◉ ⏳ 84 63 N/A 74 81 89
2181
menesekinci
Archives posts from X into a local SQLite database and provides tools for seman…
B 78 5⁄4 ◉ ⏳ 90 63 N/A 30 95 99
2182
QuantGeekDev
mongo-mcp ⚡ Claim 1
MongoDB integration that enables LLMs to interact directly with databases.
B 78 5⁄4 ◉ ⏳ 90 58 N/A 47 90 99
2183
pchalupa
SVGR MCP Server Claim 1
Converts SVG content into React components with configurable options including …
B 78 5⁄5 ◉ ⏳ 78 100 N/A 57 95 48
2184
devizor
macOS Notification MCP
B 78 5⁄5 ◉ ⏳ 60 82 N/A 50 95 99
2185
AlexanderLawson17
revettr-mcp ⚡ Claim
Counterparty risk scoring for agentic commerce via x402 micropayments.
B 78 4⁄4 ◉ ⏳ 66 — — 58 95 92
2186
pascalporedda
Enables AI assistants to create and manage Twitter drafts through Typefully, in…
B 78 5⁄5 ◉ ⏳ 94 66 — 42 81 95
2187
TomBener
Enables comprehensive management of DEVONthink records and databases, including…
B 78 5⁄4 ◉ ⏳ 92 61 N/A 35 95 95
2188
jeff-nasseri
Helm Chart CLI ⚡ Claim
Helm Chart CLI
B 78 5⁄4 ◉ ⏳ 80 66 N/A 50 95 93
2189
shinpr
mcp-local-rag ⚡ Claim 1
Privacy-first document search server running entirely locally. Supports semanti…
B 78 5⁄4 ◉ ⏳ 100 35 N/A 85 82 92
2190
TCoder920x
Enables AI assistants to search and analyze legal documents from multiple juris…
B 78 5⁄5 ◉ ⏳ 90 66 — 46 81 98
2191
robobobby
mcp-nordic ⚡ Claim 1
Provides access to a suite of Nordic data tools covering Danish business record…
B 78 5⁄5 ◉ ⏳ 90 75 — 30 83 96
2192
raidenrock
Enables AI assistants to interact with USCardForum, a Discourse-based community…
B 78 5⁄5 ◉ ⏳ 72 100 — 31 80 94
2193
jrandolf
par5-mcp ⚡ Claim
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
B 78 5⁄5 ◉ ⏳ 49 100 N/A 55 95 87
2194
raisinbread
Teleprompter ⚡ Claim
Enables storage and reuse of prompt templates with variable substitution for LL…
B 78 5⁄4 ◉ ⏳ 82 58 N/A 59 95 93
2195
ryu1maniwa
Enables access to OpenTelemetry documentation by fetching and converting pages …
B 78 5⁄5 ◉ ⏳ 68 100 — 38 83 91
2196
Livus-AI
Enables AI agents to programmatically create, manage, and execute independent P…
B 78 5⁄5 ◉ ⏳ 72 82 N/A 46 95 90
2197
vinnyang
Enables AI assistants to search and fetch documentation content from Adobe Expe…
B 78 5⁄4 ◉ ⏳ 94 68 N/A 24 95 94
2198
GoneTone
用於取得臺灣中央氣象署 API 資料的 Model Context Protocol (MCP) Server
B 78 5⁄4 ◉ ⏳ 72 72 N/A 72 83 94
2199
Zabaca
Pane Claim
Enables AI agents to create visual, interactive interfaces with diagrams, struc…
B 78 5⁄4 ◉ ⏳ 90 70 N/A 26 95 96
2200
OleksandrKucherenko
Access Obsidian vaults via Local REST API - read, search, and interact with not…
B 78 5⁄4 ◉ ⏳ 76 66 N/A 79 77 96
Showing 2151–2200 of 68965 servers
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