MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3451
glassBead-tc
Provides comprehensive access to MCP documentation through structured guides, f…
B 76 5⁄5 ◉ ⏳ 96 100 — 45 81 41
3452
markswendsen-code
KFC MCP Server ⚡ Claim 2
An MCP server that enables users to interact with KFC's online ordering system …
B 76 5⁄4 ◉ ⏳ 85 62 N/A 30 90 99
3453
oculairmedia
Enables interaction with the Postiz social media management platform through MC…
B 76 5⁄5 ◉ ⏳ 92 65 — 31 81 97
3454
Mnehmos
rpg-mcp ⚡ Claim
RPG game engine that lets AI run tabletop sessions without hallucinating mechan…
B 76 5⁄5 ◉ ⏳ 84 58 — 71 81 86
3455
takiguchi-yu
Enables AI assistants to control Google Workspace services (Slides, Sheets, Dri…
B 76 5⁄4 ◉ ⏳ 65 71 — 51 92 100
3456
WaltXin
Provides tools to fetch and analyze credit card data with filtering options for…
B 76 6⁄6 ◉ ⏳ 72 86 96 30 81 79
3457
NimbleBrainInc
IPInfo MCP Server ⚡ Claim
Enables comprehensive IP address intelligence and geolocation lookups through I…
B 76 5⁄5 ◉ ⏳ 72 71 — 66 81 91
3458
IAMSamuelRodda
Todoist MCP Server ⚡ Claim
Enables AI assistants to manage Todoist tasks, projects, and labels through nat…
B 76 5⁄5 ◉ ⏳ 82 75 — 27 82 100
3459
ComputingVictor
MCP-BOE ⚡ Claim 2
Enables LLMs like Claude to query the official Spanish BOE API for consolidated…
B 76 5⁄5 ◉ ⏳ 84 91 — 47 92 53
3460
shawndrake2
Provides access to comprehensive U.S. economic data including GDP, personal inc…
B 76 5⁄5 ◉ ⏳ 96 66 — 27 80 97
3461
199-mcp
MCP Autostarter ⚡ Claim 1
An intelligent MCP server that enables seamless restarting of Claude's MCP hand…
B 76 5⁄4 ◉ ⏳ 90 61 N/A 23 90 100
3462
0xbrainkid
agentfolio-mcp-server ⚡ Claim 2
AI agent identity verification via SATP on Solana. Trust scores and on-chain at…
B 76 5⁄5 ◉ ⏳ 75 60 N/A 66 82 100
3463
mendeel
Mixpanel MCP ⚡ Claim
A server that interfaces with the Mixpanel API, allowing users to query events …
B 76 5⁄5 ◉ ⏳ 90 65 — 43 81 90
3464
b12io
Website Generator
B 76 5⁄4 ◉ ⏳ 86 55 N/A 46 95 92
3465
da-okazaki
MCP Neo4j Server ⚡ Claim
This server enables interaction between Neo4j databases and Claude Desktop, all…
B 76 5⁄5 ◉ ⏳ 84 58 — 61 76 98
3466
datalayer
jupyter-mcp-server ⚡ Claim
Model Context Protocol (MCP) Server for Jupyter.
B 76 5⁄4 ◉ ⏳ 67 62 N/A 61 95 93
3467
pto-agi
PTO MCP Server Claim 1
Exposes PTOAi user context to Agent Builder by connecting to a Supabase databas…
B 76 6⁄6 ◉ ⏳ 84 66 90 30 80 95
3468
r3-yamauchi
Enables AI assistants to interact with kintone data by providing comprehensive …
B 76 5⁄5 ◉ ⏳ 90 70 — 41 80 88
3469
ssdeanx
op-ai-mcp ⚡ Claim
B 76 5⁄4 ◉ ⏳ 78 61 N/A 58 90 89
3470
tvh
Saffron MCP Server ⚡ Claim
Enables AI assistants to interact with Saffron recipe management functionality,…
B 76 5⁄5 ◉ ⏳ 82 70 — 47 81 92
3471
FusionpactTech
Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, M…
B 76 5⁄4 ◉ ⏳ 90 28 N/A 78 95 90
3472
aleck31
Blogger MCP Server ⚡ Claim 1
Enables AI assistants to interact with the Google Blogger API v3 to manage blog…
B 76 5⁄5 ◉ ⏳ 78 71 — 48 78 100
3473
aiurda
DevContext ⚡ Claim 1
Provides persistent, project-centric context awareness for AI assistants using …
B 76 5⁄5 ◉ ⏳ 96 100 N/A 46 81 41
3474
wesbos
An MCP server providing real-time currency conversion and exchange rate data th…
B 76 6⁄6 ◉ ⏳ 71 71 98 33 82 92
3475
smaniches
Provides direct access to 200M+ academic papers from Semantic Scholar, enabling…
B 76 5⁄4 ◉ ⏳ 66 77 N/A 50 94 91
3476
alamkanak
A FastAPI library that provides Model Context Protocol tools for endpoint intro…
B 76 5⁄5 ◉ ⏳ 90 38 — 74 82 98
3477
cydynamic
Enables AI agents to securely read and extract information from PDF files inclu…
B 76 5⁄5 ◉ ⏳ 74 68 — 66 81 93
3478
iExecBlockchainComputing
iExec MCP Server ⚡ Claim 1
An MCP server that enables AI agents to interact with the iExec protocol for co…
B 76 5⁄4 ◉ ⏳ 75 68 N/A 55 87 92
3479
lxman
Safari MCP Server ⚡ Claim 1
Provides AI assistants with Safari browser automation and developer tools acces…
B 76 5⁄4 ◉ ⏳ 90 56 N/A 42 87 95
3480
stevengonsalvez
A lightweight, file-based server for managing and serving personal prompt templ…
B 76 5⁄4 ◉ ⏳ 72 65 N/A 57 90 94
3481
joelmnz
Enables AI agents to save, search, and manage markdown-based research articles …
B 76 5⁄5 ◉ ⏳ 100 37 — 66 81 95
3482
addozhang
nexus ⚡ Claim
Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifac…
B 76 5⁄4 ◉ ⏳ 88 71 N/A 29 83 94
3483
nickweedon
A template project for building Model Context Protocol servers with FastMCP fra…
B 76 5⁄5 ◉ ⏳ 80 82 — 27 81 95
3484
lee3604
Turns an Obsidian vault into a local Model Context Protocol server that allows …
B 76 5⁄4 ◉ ⏳ 74 71 N/A 41 89 96
3485
sandraschi
Enables comprehensive Windows system management through Claude Desktop, includi…
B 76 5⁄5 ◉ ⏳ 48 82 N/A 67 95 92
3486
dvvincent
VergeOS MCP Server ⚡ Claim 2
Enables AI assistants to manage and monitor VergeOS virtualization platforms th…
B 76 5⁄5 ◉ ⏳ 86 100 — 45 81 53
3487
ahonn
A server that provides access to Google Search Console data through the Model C…
B 76 5⁄5 ◉ ⏳ 88 70 — 35 81 94
3488
trsdn
MarkItDown MCP Server ⚡ Claim 1
A Model Context Protocol server that converts over 29 file formats, including P…
B 76 5⁄5 ◉ ⏳ 81 45 — 80 81 95
3489
VeryBigSad
Enables management of Nginx Proxy Manager instances for configuring proxy hosts…
B 76 5⁄5 ◉ ⏳ 90 82 — 67 80 52
3490
RMITBLOG
A read-only MCP server that provides visibility into Parallels Remote Applicati…
B 76 5⁄5 ◉ ⏳ 80 60 — 53 83 100
3491
George5562
Enables natural language interaction with Jira for managing projects, issues, t…
B 76 5⁄5 ◉ ⏳ 96 63 — 30 81 97
3492
shinzo-labs
Heimdall ⚡ Claim
Heimdall is a lightweight service to manage local MCP Servers and can be instal…
B 76 5⁄4 ◉ ⏳ 100 68 N/A 44 95 58
3493
captjt
godoc-mcp ⚡ Claim
Provides real-time access to Go package documentation, function signatures, and…
B 76 5⁄5 ◉ ⏳ 86 61 — 44 81 100
3494
jen6
ticktick-mcp ⚡ Claim
[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py librar…
B 76 5⁄5 ◉ ⏳ 90 72 — 33 82 91
3495
infinity-smithpl
Provides real-time access to cryptocurrency and DEX data across multiple blockc…
B 76 5⁄5 ◉ ⏳ 60 100 — 50 81 82
3496
Garoth
Sleep MCP Server ⚡ Claim 2
A Model Context Protocol (MCP) server that provides a simple sleep/wait tool, u…
B 76 5⁄4 ◉ ⏳ 90 58 N/A 22 95 100
3497
Nazruden
mcp-openvision ⚡ Claim
MCP OpenVision is a Model Context Protocol (MCP) server that provides image ana…
B 76 5⁄5 ◉ ⏳ 84 48 — 75 82 91
3498
domdomegg
Gmail ⚡ Claim
Allow AI systems to read, send, archive, and manage emails via Gmail.
B 76 5⁄4 ◉ ⏳ 80 68 N/A 57 75 99
3499
proffillipesilva
Exposes a Node.js REST API for user and product management through MCP tools, a…
B 76 5⁄5 ◉ ⏳ 86 60 — 50 80 100
3500
Tommertom
awesome-ionic-mcp ⚡ Claim
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
B 76 5⁄4 ◉ ⏳ 84 60 N/A 41 89 96
Showing 3451–3500 of 69007 servers
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