MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16851
unibaseio
membase-mcp Claim 1
Save and query your agent memory in distributed way by Membase
F 25 66 70 25 0 30 82 99
16852
turlockmike
Chess Analysis Assistant Claim 1 3
Helps you analyze chess positions and get professional evaluations using Stockf…
F 25 54 92 63 N/A 40 90 99
16853
jxnl
Enables AI assistants to create and manage Cursor Cloud Agents that autonomousl…
F 25 55 84 72 49 78 96
16854
fist-maestro
MCP Servers Claim 1 2
A Node.js and TypeScript server project that provides a simple starter example …
F 25 54 48 58 N/A 22 87 97
16855
yarmijosp94
Evaluar MCP Server Claim 1 2
Enables users to manage and launch eTalent recruitment processes on the Evaluar…
F 25 55 84 63 27 80 99
16856
rishabh17081
Provides integration with PayPal's Account Updater service, enabling merchants …
F 25 55 70 35 40 74 79
16857
alexcong
Gemini DeepSearch MCP Claim 2
An automated research agent that leverages Google Gemini models and Google Sear…
F 25 55 60 52 40 78 92
16858
toadlyBroodle
satring Claim 1
Discover and compare L402 + x402 paid API services from satring.com, the best c…
F 25 55 96 72 42 78 95
16859
mumez
Pharo Smalltalk integration enabling code evaluation, class/method introspectio…
F 25 54 78 56 N/A 55 87 98
16860
pminervini
deep-research-mcp Claim 2
Deep research MCP server for OpenAI Responses API or Open Deep Research (smolag…
F 25 55 88 40 48 76 91
16861
Zavdielx89
Enables Claude AI to send real-time notifications to Slack channels with suppor…
F 25 55 90 58 47 80 100
16862
Hama-amir
Enables users to fetch, analyze, and manage LinkedIn posts data through tools t…
F 25 55 48 33 34 80 96
16863
jwulff
Provides programmatic access to Apple Voice Memos on macOS, enabling AI assista…
F 25 54 90 62 N/A 62 90 95
16864
Ivlad003
New Relic MCP Server Claim 2 3
A Model Context Protocol server that enables Large Language Models like Claude …
F 25 55 33 37 26 71 91
16865
raoulbia-ai
An MCP-compliant server that enables AI assistants like Claude Desktop to acces…
F 25 55 84 72 42 80 95
16866
tuckerschreiber
need Claim 2
AI agents hallucinate package names. need gives them a verified index of 10,000…
F 25 66 90 10 0 53 71 98
16867
koreafintech
Real-time Korean cryptocurrency data via Upbit exchange — kimchi premium, live …
F 25 66 84 10 0 43 80 54
16868
base
base-mcp Claim 1
Base Network integration for onchain tools, allowing interaction with Base Netw…
F 25 55 60 68 80 76 93
16869
mountainmystic
Hedera Toolbox Claim 1 2
Production MCP server giving AI agents metered access to live Hedera blockchain…
F 25 55 94 10 45 69 96
16870
turingmindai
TuringMind MCP Server Claim 1 2
Enables Claude to authenticate with TuringMind cloud, upload code review result…
F 25 55 78 68 66 80 98
16871
CommonSenseMachines
Blender MCP Claim 2
Enables AI-assisted 3D modeling workflows by connecting Blender with LLMs and C…
F 25 54 74 33 N/A 54 87 96
16872
sergehuber
inoyu-mcp-unomi-server Claim 1 2
An MCP server to access and updates profiles on an Apache Unomi CDP server.
F 25 55 75 68 47 76 92
16873
markswendsen-code
mcp-hertz Claim 1 2
Enables AI assistants to interact with the Hertz car rental service through hea…
F 25 55 90 63 30 80 89
16874
xiaoguomeiyitian
ToolBox MCP Server Claim 1 2
An AI-powered automation tool development platform that provides modular archit…
F 25 55 84 82 51 74 25
16875
Harikrish121
Provides tools for browser-driven automation, HTTP API health checks, and visua…
F 25 54 78 63 N/A 35 90 88
16876
mtuckerb
Enables AI assistants to manage tasks within an Obsidian vault by listing, addi…
F 25 55 84 100 N/A 38 87 54
16877
sirmews
Remote Server Claim 2 3
Bridge between MCP clients and remote APIs.
F 25 54 84 56 N/A 18 87 66
16878
obaratch
local-context-mcp Claim 1 2
A local Model Context Protocol server designed to share contextual information …
F 25 55 74 0 41 81 86
16879
Sharan-Kumar-R
Enables scraping of LinkedIn, Facebook, Instagram profiles and Google search vi…
F 25 54 55 32 28 90 98
16880
nsmao-com
Integrates Volcengine's Ark API to provide image and video generation and editi…
F 25 54 56 72 N/A 48 88 71
16881
AceDataCloud
mcp-nanobanana-pro Claim 1
MCP server for NanoBanana AI image generation and editing
F 25 66 84 0 0 66 80 96
16882
regression-io
Stratum MCP Claim 1
Structured execution for Claude Code — contracts, postconditions, gates, guardr…
F 25 54 86 43 N/A 41 90 93
16883
Azhar-obenan
Obenan MCP Server Claim 2
A simple note storage and management system that allows users to add, access, a…
F 25 54 78 66 N/A 21 88 91
16884
redleaves
context-keeper Claim 2
LLM-driven context and memory management with wide-recall + precise-reranking R…
F 25 55 88 40 57 77 87
16885
pipseedai
Enables AI agents to interact with GitHub repositories through the GitHub REST …
F 25 55 90 63 55 77 96
16886
markswendsen-code
Enables AI assistants to search for vehicles, manage reservations, and access E…
F 25 55 90 62 30 71 90
16887
soriat
A demonstration server that showcases how to collect user input dynamically usi…
F 25 55 72 100 N/A 31 90 48
16888
yangsenessa
Provides voice recognition and text extraction capabilities with support for bo…
F 25 55 48 20 36 64 87
16889
jorgenclaw
nostr-mcp-server Claim 1
Lightning-paid Nostr signing MCP server. AI agents pay sats per call to sign an…
F 25 66 96 80 94 69 76 92
16890
ekkyarmandi
ticktick-mcp Claim 1 2
[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's AP…
F 25 55 62 30 45 76 95
16891
AceDataCloud
mcp-sora Claim 1
MCP server for OpenAI Sora AI video generation
F 25 55 84 0 72 80 100
16892
freelancernasimofficial
A custom MCP server that integrates Perplexity AI capabilities with Amazon Q CL…
F 25 55 100 100 N/A 36 92 46
16893
aralroca
Telegram MCP Bridge Claim 1
Enables MCP agents to request human confirmation for actions via a Telegram bot…
F 25 55 86 65 35 80 94
16894
21st-dev
Magic-MCP Claim 2
Create crafted UI components inspired by the best 21st.dev design engineers.
F 25 54 72 61 N/A 43 88 86
16895
SarimSiddd
Xano MCP Server Claim 1 2
Enables interaction with the Xano API through a Model Context Protocol (MCP) in…
F 25 55 78 68 19 80 99
16896
PaddlePaddle
PaddleOCR MCP Server Claim 1
Multiple text-type recognition, handwriting recognition, and high-precision par…
F 25 55 78 41 79 78 94
16897
emiliobool
MCP Relay Server Claim 1 2
This server allows integration with Discord, enabling message exchanges between…
F 25 54 60 61 N/A 17 90 91
16898
cromwellian
A LangChain-based server that supports dynamic loading of OpenAPI specification…
F 25 55 96 41 37 71 98
16899
detailobsessed
codereviewbuddy Claim 1 2
MCP server that helps AI coding agents interact with AI code reviewers on GitHu…
F 25 54 96 71 N/A 88 90 86
16900
gellasangameshgupta
Enables Claude Desktop to interact with Salesforce for order management, includ…
F 25 55 78 62 43 80 100
Showing 16851–16900 of 58579 servers
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