MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31767
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5151
memextech
HT-MCP Claim
ht-mcp is useful for enabling Agents to use terminals (e.g. bash, zsh, fish) i…
B 73 55 96 56 88 81 43
5152
Ansvar-Systems
rwandan-law-mcp Claim
Rwandan legislation via MCP — full-text search across statutes and provisions
B 73 55 90 32 N/A 71 82 91
5153
samwang0723
Provides AI-powered search, research, and reasoning capabilities through integr…
B 73 54 62 62 N/A 47 95 97
5154
swiftcomza
Feedbucket MCP Server Claim 1
Enables AI assistants to manage website feedback from Feedbucket, including lis…
B 73 55 78 73 26 80 94
5155
MonadsAG
capsulecrm-mcp Claim
📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule C…
B 73 54 62 68 N/A 49 92 90
5156
willpowell8
Enables AI assistants to interact with SAP Signavio Process Manager through its…
B 73 55 84 100 29 81 54
5157
jgravelle
jCodemunch MCP Claim
Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95…
B 73 55 96 20 N/A 72 83 95
5158
ycjcl868
A Model Context Protocol server that provides real-time CNN Fear & Greed Index …
B 73 54 67 60 N/A 48 92 96
5159
donway19
MCPlanManager Claim 1
An AI agent task management system that provides structure and visualization fo…
B 73 55 62 82 46 81 87
5160
LLMTooling
Enables LLMs to send messages and rich embeds to Discord via webhooks, supporti…
B 73 55 80 53 51 81 94
5161
abeixiaolu
YApi MCP Server Claim
Enables access to YApi interface documentation by retrieving API details throug…
B 73 55 78 68 42 81 86
5162
rebots-online
Facilitates semantic analysis of chat conversations through vector embeddings a…
B 73 55 78 70 40 82 88
5163
Jacck
MCP-ORTools integrates Google's OR-Tools constraint programming solver with Lar…
B 73 54 96 51 N/A 32 80 93
5164
tuliperis
SharkMCP Claim 1
A Model Context Protocol server that provides network packet capture and analys…
B 73 54 69 62 N/A 41 95 90
5165
AnuwatThisuka
CMMS MCP Server Claim
Integrates with MES, CMMS, and IoT systems to manage manufacturing operations, …
B 73 55 94 91 45 81 39
5166
AshDevFr
Discourse MCP Server Claim 1
Node.js server that allows searching Discourse forum posts through the Model Co…
B 73 55 60 68 56 81 100
5167
Quevin
MCP-DayOne Claim 1
A Message Control Protocol server that enables Claude Desktop and other applica…
B 73 54 74 60 N/A 43 90 94
5168
benhancock
Enables LLMs to interact with Things 3 task manager on macOS via AppleScript, a…
B 73 55 78 100 N/A 27 95 45
5169
gyanaranjans
Browser MCP Claim
Enables AI applications to automate your existing browser using your logged-in …
B 73 54 68 58 N/A 37 95 99
5170
LF112
Mermaid Validator MCP Claim 1
An MCP server that validates Mermaid diagram syntax and identifies diagram type…
B 73 54 63 60 N/A 50 92 100
5171
shelardipak
Enables Python code linting by integrating the Model Context Protocol with tool…
B 73 55 84 68 25 81 91
5172
samwang0723
MCP Atlassian Claim 1
An MCP server that enables AI agents to interact with Atlassian products (Confl…
B 73 55 65 71 70 78 83
5173
pshanesmith
nrf-mcp Claim 1
An MCP server for Nordic nRF Connect SDK development that enables users to list…
B 73 55 79 68 35 80 92
5174
appleton
A Model Context Protocol server for controlling Eufy RoboVac vacuum cleaners, e…
B 73 55 71 100 20 81 78
5175
shawndrake2
Provides access to SEC filings and detailed XBRL financial data for all publicl…
B 73 55 90 55 27 83 99
5176
natashanajdovski
A professional-grade MCP server that enables AI assistants to monitor web servi…
B 73 55 94 83 49 81 44
5177
tomholford
Play Tic Tac Toe against an AI opponent using this MCP server.
B 73 54 74 61 N/A 25 94 99
5178
webfansplz
Vue MCP Server Claim
Provides application insights for Vue apps by exposing component trees, state, …
B 73 54 66 52 N/A 52 95 100
5179
ExHo7
Exegol MCP Server Claim
Enables AI agents to interact with Exegol pentesting containers to execute comm…
B 73 54 92 56 N/A 24 87 93
5180
samy-clivolt
Reddit MCP Server Claim
Enables comprehensive Reddit interaction including fetching posts, analyzing us…
B 73 55 84 58 47 81 90
5181
katlis
Analyzes webpage screenshots to extract precise layout information by locating …
B 73 55 78 91 N/A 40 95 44
5182
failed33
Control ParaView through arbitrary Python code
B 73 54 72 38 N/A 75 95 92
5183
talzach
mcp-angular-cli Claim
mcp-angular-cli
B 73 54 86 58 N/A 47 82 87
5184
isdaniel
An MCP server that provides current and historical gold/precious metal prices (…
B 73 55 75 60 42 81 100
5185
DealExpress
mcp-server Claim 1
MCP Server for DealX platform
B 73 55 77 61 51 80 91
5186
blueman82
Recall Claim
Provides long-term memory storage for AI assistants with semantic search, enabl…
B 73 54 88 35 N/A 50 95 93
5187
roshanponnappa
Enables simultaneous querying and schema exploration across multiple database t…
B 73 55 86 55 43 76 98
5188
Sheshiyer
Enables creation and management of Framer plugins with web3 capabilities like w…
B 73 55 90 100 37 81 37
5189
bitflight-devops
mcp-json-yaml-toml Claim
A token-efficient, schema-aware MCP server that enables AI assistants to safely…
B 73 54 72 32 N/A 74 94 98
5190
bsmi021
A dedicated server that wraps Google's Gemini AI models in a Model Context Prot…
B 73 55 96 43 51 80 90
5191
andreswebs-public-images
Enables creation, management, and export of Excalidraw drawings through natural…
B 73 55 84 82 N/A 48 95 42
5192
NextGenSoftwareUK
This server integrates the OASIS, OpenSERV, and STAR platforms to provide tools…
B 73 55 78 71 30 82 93
5193
sengokusal2025
Enables random number generation with statistical analysis, CSV data storage, a…
B 73 54 78 62 N/A 19 95 96
5194
big-omega
Mem0 MCP Server Claim
Enables persistent storage and semantic search of coding preferences, patterns,…
B 73 55 86 66 25 81 91
5195
qontinui
Enables AI assistants to create and manage visual automation configurations, wo…
B 73 55 96 74 47 81 53
5196
fortunto2
Prefect MCP Server Claim
A server that enables interacting with Prefect workflow automation tools throug…
B 73 54 74 43 N/A 64 91 96
5197
hnethery
Connects AI coding assistants (Cursor, Claude Desktop) to DaVinci Resolve, enab…
B 73 54 86 33 N/A 56 95 95
5198
E-Conners-Lab
network-mcp Claim 1
Provides AI assistants with direct access to multi-vendor network devices for t…
B 73 55 88 41 53 80 98
5199
Magenta91
Enables automated dataset processing and onboarding using Google Drive integrat…
B 73 55 84 58 34 81 100
5200
amol21p
interactive-terminal Claim 1
MCP server for real interactive terminal sessions — REPLs, SSH, databases, Dock…
B 73 55 51 100 N/A 57 78 76
Showing 5151–5200 of 66415 servers
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