MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29883
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5151
vic3custodio
Automates trade surveillance support workflows by parsing inquiry emails, searc…
B 73 55 60 82 N/A 31 95 86
5152
dm-nosov
Youtube2Text Claim
A powerful text extraction service that converts YouTube video content into cle…
B 73 55 90 57 34 76 100
5153
very99
Provides accurate UTC time by aggregating and verifying data from multiple reli…
B 73 55 78 61 40 81 100
5154
duhlink
A server that allows fetching Instagram posts using Chrome's existing login ses…
B 73 54 84 61 N/A 20 95 89
5155
Amirmahdi-Kaheh
CanIUse MCP Claim
Provides intelligent CSS/JS feature compatibility checking with configurable br…
B 73 55 80 100 54 81 37
5156
keyhoffman
Diff MCP Server Claim 1
Enables Claude to compare text strings for exact equality and display detailed …
B 73 55 90 57 21 84 100
5157
gyuco
MCP REST Server Claim
Enables interaction with any REST API through token or login authentication, wi…
B 73 55 84 82 26 81 75
5158
Dedcode14
Enables file management operations on the desktop including creating, reading, …
B 73 55 80 100 N/A 24 95 48
5159
lucianoayres
Provides a simple addition tool and an API key retrieval tool, serving as a boi…
B 73 54 66 58 N/A 42 95 100
5160
IngeniousIdiocy
A local MCP server that enables users to query the CFPB Consumer Complaint Data…
B 73 54 72 61 N/A 37 95 91
5161
apimatic
Enables validation of OpenAPI 2.0 and 3.0 specifications in JSON or YAML format…
B 73 55 84 71 27 76 95
5162
raydeStar
WikiMCP Claim 1
An MCP server for Wiki.js projects that enables full-text search, page retrieva…
B 73 55 75 75 34 78 92
5163
jwaresolutions
Alpaca MCP Server Claim
Provides tools for interacting with the Alpaca Trading API, enabling trading op…
B 73 55 78 61 34 82 100
5164
cluic
wxauto MCP Server Claim
Provides WeChat automation capabilities for AI development tools via the Model …
B 73 54 78 43 N/A 64 95 87
5165
Fato07
log-analyzer-mcp Claim 1
AI-powered log analysis - parse, search, extract errors across 9+ formats
B 73 54 70 35 N/A 81 94 90
5166
bernerspace
Bernerspace Claim
A unified MCP server that provides OAuth-enabled integrations for multiple serv…
B 73 55 66 71 44 81 99
5167
Ramsi-K
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
B 73 54 78 56 N/A 24 95 100
5168
Tyru5
Provides tools to interact with the Linear API, allowing users to fetch tasks, …
B 73 55 86 67 23 81 96
5169
nk900600
Gmail MCP Server Claim
Provides complete Gmail API integration for email management, including sending…
B 73 55 68 68 53 81 95
5170
kea0811
IG Trading MCP Claim
Enables AI assistants to interact with IG Trading API for forex, indices, and c…
B 73 55 78 71 28 81 95
5171
jankowtf
A template for creating custom tools for Cursor IDE using Model Context Protoco…
B 73 55 78 56 46 80 100
5172
hdresearch
Shell MCP Server Claim 1
A Node.js implementation of the Model Context Protocol that provides secure she…
B 73 54 84 51 N/A 50 82 94
5173
arlexperalta
Provides real-time Venezuelan economic data, including official and parallel ex…
B 73 55 84 73 24 80 92
5174
nfodor
Enables browser automation and web testing on ARM64 devices like Raspberry Pi u…
B 73 55 90 58 35 74 100
5175
Slaycaster
Extracts and analyzes key frames from Loom videos or local video files for debu…
B 73 55 60 82 N/A 29 95 91
5176
huajibing
CHGIS MCP Server Claim
Enables querying of China Historical Geographic Information System (CHGIS) data…
B 73 55 80 68 26 81 98
5177
brentwpeterson
Gmail MCP Server Claim 1
Enables interaction with Gmail through MCP-compatible clients to list, read, se…
B 73 55 90 60 32 80 91
5178
kohasummons
ChainGPT MCP Claim
Enables AI agents to access crypto-related information including latest news, p…
B 73 55 66 70 58 81 89
5179
deeprave
search-mcp Claim
Enables web search capabilities using DuckDuckGo's free API without requiring a…
B 73 55 90 55 24 81 100
5180
stilllovee
Memory MCP Server Claim
Enables AI agents to maintain context across conversation sessions by saving an…
B 73 55 78 66 31 82 99
5181
markswendsen-code
MCP server for Chipotle — let AI agents find locations, browse menus, build cus…
B 73 54 75 62 N/A 32 89 100
5182
armaasinghn
Production-ready satellite imagery analysis server that enables natural languag…
B 73 55 84 58 45 81 88
5183
cosmix
Confluence MCP Claim 1
A Model Context Protocol server that enables AI assistants to interact with Con…
B 73 55 71 66 49 78 97
5184
DealExpress
mcp-server Claim 1
MCP Server for DealX platform
B 73 55 77 61 51 80 91
5185
metehan777
Provides Claude access to Google's 'People Also Ask' data through the AlsoAsked…
B 73 55 86 66 23 81 95
5186
aaronsb
TeXFlow Claim
Enables collaborative document authoring and composition with project-based org…
B 73 54 84 41 N/A 67 94 80
5187
misanthropic-ai
Playwright MCP Claim
Playwright wrapper for MCP that enables LLM-powered clients to control a browse…
B 73 54 86 53 N/A 20 95 98
5188
des137
QML-MCP Claim 1
Enables quantum machine learning operations using Qiskit, including executing q…
B 73 55 92 53 43 82 85
5189
wrediam
A Model Context Protocol server that enables semantic search capabilities by pr…
B 73 55 63 68 52 82 97
5190
yw0nam
MCP-A2A-Gateway Claim
Bridges Model Context Protocol (MCP) with Google's Agent-to-Agent (A2A) protoco…
B 73 55 60 82 49 81 87
5191
Sou0327
knowmint Claim
AI agent knowledge marketplace. Discover, purchase, and retrieve human expertis…
B 73 55 72 77 N/A 55 70 88
5192
ali-kamali
An MCP server that transforms codebases into intelligent, queryable knowledge b…
B 73 54 84 41 54 89 93
5193
dayongd1
Enables video generation from text prompts or images using Google's Veo 3 API. …
B 73 55 72 72 43 81 93
5194
ahostbr
mcp-0ne Claim 1
A standalone MCP gateway that multiplexes multiple backend MCP servers behind a…
B 73 55 72 66 42 80 99
5195
lgradisar
Enables MCP clients like Claude to interact with Graphisoft Archicad through th…
B 73 54 86 40 N/A 43 95 97
5196
SamRind
Enables AI assistants to manage Google Calendar by listing, creating, updating,…
B 73 54 78 63 N/A 25 90 99
5197
Darkstar326
LudusMCP Claim 1
An MCP server that enables management and deployment of Ludus lab environments …
B 73 54 81 45 N/A 50 95 92
5198
lkm1developer
Apollo.io MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 55 71 67 48 82 91
5199
willpowell8
Enables AI assistants to interact with SAP Signavio Process Manager through its…
B 73 55 84 100 29 81 54
5200
hyun1202
Talk to Figma MCP Claim 1
An MCP server that enables AI assistants to interact with Figma designs for tas…
B 73 54 63 68 N/A 39 90 98
Showing 5151–5200 of 59042 servers
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