MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6301
biocross
displaybuddy-mcp Claim 2
MCP server for controlling Mac monitors via DisplayBuddy — adjust brightness an…
B 72 54 61 62 N/A 50 87 99
6302
maorcc
gimp-mcp Claim
GIMP MCP server
B 72 54 78 36 N/A 59 95 94
6303
smart-mcp-proxy
mcpproxy-go Claim
Local MCP proxy with BM25 tool filtering, quarantine security, activity logging…
B 72 54 80 40 N/A 77 92 72
6304
KunihiroS
A bridge between MCP Host applications and mem0 cloud service, specialized for …
B 72 55 88 55 35 80 90
6305
igorilic
Enables AI assistants to interact with Obsidian vaults for creating, reading, s…
B 72 55 90 95 33 81 41
6306
SilasReinagel
Slack Notify MCP Claim 1
MCP server for posting messages to Slack channels via webhooks or bot API. Supp…
B 72 55 63 72 42 81 97
6307
AndacGuven
Site Crawler MCP Claim 1
An MCP server for crawling websites and extracting comprehensive data including…
B 72 55 75 100 39 81 52
6308
akki91
Ankr API MCP Server Claim 1
An MCP server that fetches on-chain blockchain data via the Ankr API, allowing …
B 72 55 65 72 33 81 100
6309
prem2230
Notes MCP Server Claim
A simple server for saving, listing, and searching notes persisted to a local J…
B 72 44 54 N/A N/A 35 95 100
6310
amranu
Provides access to all 471+ DigitalOcean API endpoints through an MCP server th…
B 72 55 92 75 22 81 73
6311
axelterrier
Plex Assistant MCP Claim
Enables users to manage and control their Plex media library through natural la…
B 72 55 78 66 21 81 100
6312
cbwinslow
OpenDiscourse MCP Claim 1
Enables access to comprehensive U.S. legislative and governmental data from Gov…
B 72 55 84 65 33 76 93
6313
HorkyChen
A simple FastAPI-based MCP server that provides book-related tools, currently s…
B 72 54 86 33 N/A 40 95 100
6314
bymcs
Enables interaction with Microsoft SQL Server and Azure SQL databases through n…
B 72 55 72 67 33 80 98
6315
gto1seoul
MCP OpenAI Server Claim 1
Enables Claude to directly invoke OpenAI's chat models (GPT-4o, GPT-4o-mini, o1…
B 72 55 96 33 49 80 96
6316
jschoemaker
driftguard-mcp Claim 1
MCP server for DriftGuard — exposes AI conversation drift scores and session he…
B 72 55 69 75 N/A 30 95 80
6317
DeepLcom
DeepL MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to translate and rep…
B 72 55 57 71 53 81 99
6318
kenazk
Gong MCP Server Claim 1
A Model Context Protocol server that allows Claude to access Gong's API for ret…
B 72 55 71 67 44 78 93
6319
jackedney
A bridge that provides AI assistants with access to WaniKani user data and func…
B 72 55 86 91 N/A 25 95 41
6320
su-record
Hi-AI Claim 1
A simple AI development tool that helps users interact with AI through natural …
B 72 55 72 91 73 81 40
6321
Alexliu13483
Weather MCP Claim
Enables weather data retrieval and visualization with support for geocoding, mu…
B 72 55 78 68 45 81 80
6322
d-issy
File MCP Server Claim 1
A Model Context Protocol (MCP) server that enables AI assistants to perform com…
B 72 55 72 75 N/A 35 95 72
6323
heyjustinai
Prompt Ops MCP Claim
Optimizes prompts using meta-prompting techniques through a two-turn approach t…
B 72 55 78 63 44 81 87
6324
iris-alights
reddit-mcp Claim 2
An MCP server that provides both read-only and authenticated access to Reddit c…
B 72 55 69 66 48 80 93
6325
gogouravr
FastMCP Demo Claim
A demonstration TypeScript MCP server that showcases basic MCP concepts with si…
B 72 55 84 83 N/A 28 95 51
6326
mohemohe
An MCP server that enables text-to-speech generation and phonetic kana conversi…
B 72 54 69 70 N/A 21 90 100
6327
shibuiwilliam
Zenn MCP Server Claim 2
An unofficial Model Context Protocol server for Zenn that enables fetching arti…
B 72 55 72 100 N/A 41 94 39
6328
KazKozDev
Web search, content extraction, PDF parsing, plus datetime and geolocation tool…
B 72 54 100 30 N/A 75 95 58
6329
Manhar-Chaurasia
HubSpot MCP Server Claim
Enables AI assistants to interact with HubSpot CRM for managing contacts, compa…
B 72 55 72 62 44 81 94
6330
johnelamont
Enables Claude Desktop to capture screenshots through an interactive region sel…
B 72 54 78 57 N/A 27 90 95
6331
mcp-use
mcp-use-ts Claim
mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP…
B 72 54 94 27 N/A 53 90 91
6332
Anarkitty1
semantic-frame Claim 1
Token-efficient semantic compression for numerical data. 95%+ token reduction.
B 72 54 60 50 N/A 70 94 90
6333
agentscore-trustless
Provides access to the AgentScore Registry on Base Sepolia to retrieve agent re…
B 72 55 74 61 48 81 93
6334
elmariachi111
Proof of Invention Claim
Proof of Invention
B 72 55 78 67 41 81 86
6335
pathakkhhimanshu
AI Dev Assistant Claim 1
Bridges Claude Desktop to local Windows 10 development environments to enable r…
B 72 54 72 66 N/A 30 90 91
6336
thesammykins
notify_me_mcp Claim
Enables sending rich notifications to Discord and/or Slack webhooks with automa…
B 72 55 66 82 41 81 82
6337
ethancod1ng
Binance MCP Server Claim 2
A Model Context Protocol server that provides Claude Code with seamless access …
B 72 55 79 73 34 76 89
6338
proofofwork-agency
reporecall Claim
Local codebase memory, auto-generated wiki, and interactive architecture dashbo…
B 72 54 94 0 N/A 81 91 98
6339
lincw
CWA MCP Server Claim 1
A lightweight Node.js server that connects Claude Desktop to Taiwan's Central W…
B 72 55 80 100 40 82 40
6340
ai-yliu
Filesystem MCP Server Claim 2
An MCP server that allows Claude AI to perform filesystem operations including …
B 72 54 75 61 N/A 17 95 100
6341
Anika536
MCP Test Server Claim
A comprehensive testing server for validating MCP scanner tools and implementat…
B 72 55 84 45 46 81 99
6342
meltingpixelsai
zero-core-budget Claim
Agent spending mgmt, budget tracking, ROI. Zero Core Budget.
B 72 54 52 75 45 89 100
6343
tagny
Tagny MCP Server Claim
Enables web browsing capabilities for locally served LLMs through URL text fetc…
B 72 55 82 31 71 81 99
6344
Sumitbhoyar
Provides browser automation capabilities using Playwright, enabling users to na…
B 72 54 78 56 N/A 27 90 100
6345
jherr
Example MCP Server Claim
A simple demonstration MCP server that provides a basic 'say_hello' tool for gr…
B 72 54 66 60 N/A 29 95 100
6346
adamsmaka
Flutter MCP Claim
A real-time server that provides Flutter/Dart documentation and pub.dev package…
B 72 54 78 38 N/A 67 95 83
6347
geosp
Bible MCP Server Claim
Enables AI assistants to retrieve Bible passages from multiple translations (ES…
B 72 55 76 71 39 81 86
6348
keegancsmith
An MCP server providing read-only access to Linear issues for language models, …
B 72 55 61 70 43 82 100
6349
SegfaultSorcerer
heap-seance Claim 1
Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async…
B 72 54 72 43 N/A 65 90 92
6350
anis-marrouchi
A Model Context Protocol server that converts diverse file types, including PDF…
B 72 55 63 70 45 81 96
Showing 6301–6350 of 58691 servers
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