MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29604
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8351
hofill
RequestRepo MCP Claim 2
An MCP server providing complete access to the RequestRepo toolset for managing…
C 69 55 45 70 49 82 100
8352
Angry-Robot-Deals
ACE MCP Server Claim
Implements Agentic Context Engineering to create self-improving AI coding assis…
C 69 55 84 42 49 81 84
8353 C 69 54 60 66 N/A 20 90 100
8354
glittercowboy
Discord MCP Server Claim
Provides comprehensive administrative control over Discord communities through …
C 69 55 84 40 49 76 94
8355
lijingle1
Enables LLMs to perform browser automation including web navigation, element in…
C 69 55 78 57 18 81 98
8356
YinshawnRao
hearthstone-decks-mcp Claim 1
A Hearthstone deck parsing server that decodes deck codes into detailed card li…
C 69 55 84 100 40 82 21
8357
dylan-gluck
An MCP server that enables coding agents to execute and manage long-running she…
C 69 55 63 62 31 81 100
8358
frifri
A simple educational MCP server providing basic math operations, string manipul…
C 69 54 78 42 N/A 21 95 100
8359
DynamicEndpoints
Extracts and stores documentation content from Microsoft Learn and GitHub URLs …
C 69 55 72 100 31 80 45
8360
infil00p
DriveBC MCP Server Claim
Provides real-time access to BC highway conditions, road closures, weather aler…
C 69 55 86 83 45 81 37
8361
devirokkam
Task MCP Server Claim 1
A simple task management server that allows users to add, list, complete, and d…
C 69 54 78 40 N/A 21 94 100
8362
Deploya-labs
Compose and send emails directly from your LLM applications without the hassle …
C 69 54 62 66 N/A 21 95 92
8363
koundinya
Zendesk MCP Server Claim
A server implementation that provides Claude AI with the ability to interact wi…
C 69 55 54 70 45 76 100
8364
MadhurToshniwal
Spotify MCP Server Claim 1
Integrates Spotify with Claude to enable voice-controlled music playback, playl…
C 69 55 72 62 21 80 98
8365
mattbalmer
KnBn MCP Server Claim 1
A Model Context Protocol server that provides AI assistants with structured acc…
C 69 55 59 60 44 81 99
8366
TomokiIshimine
Enables seamless integration between Claude AI and Dify Workflow through the Mo…
C 69 55 78 68 32 82 73
8367
meyannis
Enables Claude AI to directly interact with Gmail through natural language for …
C 69 54 60 43 N/A 48 95 98
8368
lnfi-network
Enables AI assistants to interact with RGB assets, Lightning Network operations…
C 69 55 74 100 28 81 44
8369
MinhazTopaz
Figma MCP Server Claim
Connects AI applications to Figma API for extracting design data, generating pr…
C 69 55 66 66 26 81 100
8370
aranjan
kite-mcp Claim 1
Trade Indian stocks on Zerodha Kite via natural conversation. 14 tools for hold…
C 69 55 90 10 N/A 71 81 99
8371
JaxsonWang
Docs Query MCP Claim
Enables semantic search and retrieval over local Markdown/MDX documentation usi…
C 69 54 60 58 N/A 56 92 78
8372
shashwatgtm
Provides B2B positioning and messaging tools based on the IMPACT Framework, ena…
C 69 54 72 52 29 95 90
8373
joshuaboys
datetime-mcp Claim 1
A lightweight MCP server that provides date and time tools, including the abili…
C 69 54 54 71 N/A 46 92 77
8374
dileepgaganr
Enables AI-powered trading and portfolio management through Upstox API integrat…
C 69 55 68 75 N/A 21 95 72
8375
ziux
A browser automation server providing Playwright capabilities for controlling w…
C 69 54 72 51 N/A 37 95 84
8376
hdmt
Enables management of HubSpot marketing emails from Claude Desktop, including l…
C 69 55 86 68 23 81 69
8377
zaboura
Vertica MCP Server Claim
Enables AI assistants to interact with Vertica Analytics Databases for querying…
C 69 55 88 36 48 81 87
8378
PratyayRajak
Integrates task management with the Pomodoro Technique, enabling AI assistants …
C 69 55 86 75 N/A 25 95 43
8379
DMontgomery40
Meta MCP Server Claim 2
A tool that dynamically generates and configures MCP servers by automatically c…
C 69 54 72 51 N/A 40 87 91
8380
4R9UN
MCP KQL Server Claim
Enables intelligent KQL query execution against Azure Data Explorer clusters wi…
C 69 55 82 20 77 81 90
8381
recallnet
An MCP server that enables AI models like Claude to interact with the Trading S…
C 69 55 81 91 26 81 49
8382
z1w2r3
docxtpl MCP Server Claim
Enables Word document generation from templates using Jinja2 syntax and parsing…
C 69 55 72 51 42 81 95
8383
Jakedismo
Aggregates multiple MCP servers behind a single, secure endpoint with unified t…
C 69 55 90 27 44 81 100
8384
qinshu1109
MemOS-MCP Claim
A Model Context Protocol integration for the MemOS memory system, optimized for…
C 69 54 84 28 N/A 48 95 84
8385
Liam8
Free live and historical cryptocurrency prices Provide real-time cryptocurrenc…
C 69 54 48 70 N/A 25 95 99
8386
relayprotocol
Relay MCP Server Claim
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
C 69 55 66 63 36 80 92
8387
sawa-zen
Sound Effects MCP Claim 1
Plays sound effects (completion, newtype, and error sounds) in response to vari…
C 69 54 72 60 N/A 28 92 85
8388
divslingerx
A lightweight, stateless MCP server utilizing Puppeteer for web searches, retur…
C 69 54 78 56 N/A 17 87 92
8389
stevennevins
MCP Server Template Claim 1
A template for creating Model Context Protocol (MCP) servers in TypeScript, off…
C 69 55 78 62 20 81 92
8390
HeroSizy
cucumberstudio Claim 2
MCP server for Cucumber Studio - test scenarios, action words, and execution da…
C 69 55 77 87 N/A 64 92 14
8391
subwizzll
A personal semantic knowledge base that enables storing, searching, and retriev…
C 69 55 60 72 35 80 91
8392
jprealini
An MCP server that automatically generates TypeScript Page Object classes and c…
C 69 54 57 55 N/A 55 87 91
8393
MisterSandFR
Manage Supabase projects end to end across database, auth, storage, realtime, a…
C 69 55 86 41 N/A 31 80 98
8394
maxyychen
MCP Sendmail Server Claim 1
Enables sending emails via SMTP with support for HTML content, attachments, bul…
C 69 55 92 40 21 80 99
8395
Lorhlona
Utilizes Gemini API and Google Search to generate answers based on the latest i…
C 69 55 78 52 40 81 88
8396
doggybee
mcp-server-leetcode Claim 1
An MCP server that enables AI models to search, retrieve, and solve LeetCode pr…
C 69 55 55 60 50 80 99
8397
0x8687
Meme MCP Server Claim 1
A Model Context Protocol server that enables AI models and tools to generate me…
C 69 54 39 68 N/A 43 95 100
8398
bjoernbonk
Implements Solana blockchain functionality for the LetsBonk launchpad, enabling…
C 69 55 84 51 25 81 91
8399
dannymaaz
Enables AI agents to manage infrastructure and deploy Docker services through E…
C 69 55 88 33 35 83 99
8400
samuelrizzo
Jira MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 69 55 69 100 37 81 44
Showing 8351–8400 of 47628 servers
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