MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3051
lvdaxianer
Provides a tool to retrieve the current date and time with customizable formatt…
B 77 5⁄5 ◉ ⏳ 74 100 — 30 81 86
3052
bretoreta
MariaDB MCP Server ⚡ Claim
Provides secure, read-only access to MariaDB/MySQL databases, allowing users to…
B 77 5⁄5 ◉ ⏳ 86 68 — 41 81 98
3053
domdomegg
Google Maps Places ⚡ Claim
Allow AI systems to search for places and get business info via Google Maps Pla…
B 77 5⁄4 ◉ ⏳ 88 70 N/A 55 75 91
3054
Gitmaxd
Create, update, and delete short links effortlessly with this server. Integrate…
B 77 5⁄5 ◉ ⏳ 85 68 N/A 47 82 93
3055
localden
🔒 Reference MCP servers that demo how authentication works with the current Mod…
B 77 5⁄4 ◉ ⏳ 80 65 N/A 34 95 100
3056
jitbit
jitbit-helpdesk ⚡ Claim 1
MCP server for Jitbit Helpdesk — search and read support tickets from AI assist…
B 77 4⁄4 ◉ ⏳ 73 N/A N/A 55 83 94
3057
timothywarner-org
prompt-pro Claim
Master AI prompting for business innovation. O'Reilly Live Learning course by T…
B 77 5⁄4 ◉ ⏳ 78 45 N/A 69 95 99
3058
umitkavala
mindpm ⚡ Claim 1
Persistent project memory for LLMs via SQLite. Never re-explain your project ag…
B 77 5⁄5 ◉ ⏳ 84 100 N/A 59 82 47
3059
d-kimuson
ESA MCP Server ⚡ Claim
Enables interaction with esa.io's API through the Model Context Protocol, suppo…
B 77 5⁄5 ◉ ⏳ 74 67 — 74 76 95
3060
GongRzhe
Enables querying documents through a Langflow backend using natural language qu…
B 77 5⁄5 ◉ ⏳ 94 100 — 43 81 49
3061
StripFeed
mcp-server ⚡ Claim
Convert any URL to clean, token-efficient Markdown for AI agents. API-backed ex…
B 77 5⁄5 ◉ ⏳ 72 68 — 75 80 94
3062
crazyrabbitLTC
MCP Etherscan Server ⚡ Claim 2
Facilitates interaction with Ethereum blockchain data via Etherscan's API, prov…
B 77 5⁄5 ◉ ⏳ 94 62 — 38 82 100
3063
collapseindex
ci1t-mcp ⚡ Claim 1
CI-1T prediction stability engine. Detect ghosts, evaluate drift, monitor fleet…
B 77 5⁄5 ◉ ⏳ 60 100 N/A 48 83 87
3064
copyleftdev
fabric-atelier ⚡ Claim
AI-powered content processing with 226 Fabric patterns for writing, analysis, a…
B 77 5⁄4 ◉ ⏳ 96 63 N/A 35 90 86
3065
jordanl61
An unofficial MCP-compatible server that enables advanced automation, querying,…
B 77 5⁄4 ◉ ⏳ 86 56 N/A 40 95 100
3066
PeWu
Integrates with the WikiTree API to provide tools for exploring genealogical da…
B 77 5⁄4 ◉ ⏳ 78 68 N/A 50 87 97
3067
saturnino-adrales
Provides read-only access to Google Sheets data through OAuth 2.0 authenticatio…
B 77 5⁄5 ◉ ⏳ 78 75 — 51 81 93
3068
Yelp
Enables conversational interactions with Yelp's business data through an MCP se…
B 77 5⁄5 ◉ ⏳ 66 82 N/A 43 95 90
3069
angrysky56
MCP-Logic ⚡ Claim 1
MCP-Logic is a server that provides AI systems with automated reasoning capabil…
B 77 5⁄4 ◉ ⏳ 90 56 — 48 95 89
3070
kaiye
MCP Fetch Page ⚡ Claim
Enables browser-based web page fetching with automatic cookie management and CS…
B 77 5⁄4 ◉ ⏳ 84 53 N/A 61 90 94
3071
romcdonald9976
AI fantasy sports & entertainment intelligence. 75 tools across 10 sports + TV/…
B 77 6⁄6 ◉ ⏳ 72 80 95 31 81 88
3072
grossiweb
toolroute Claim 1
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchm…
B 77 5⁄4 ◉ ⏳ 71 68 N/A 49 95 97
3073
miroslawfranek
Provides access to Open-E JovianDSS REST API documentation for intelligent sear…
B 77 5⁄5 ◉ ⏳ 90 57 — 61 81 92
3074
anthonybaldwin
Bun Fun MCP Server ⚡ Claim
A simple example MCP server built with Bun that provides basic utility tools in…
B 77 5⁄4 ◉ ⏳ 90 62 N/A 24 95 100
3075
Cyreslab-AI
Satellite Tracking MCP Server
B 77 5⁄5 ◉ ⏳ 84 75 — 40 81 95
3076
druellan
Enables access to Document360 knowledge base content through simple GET operati…
B 77 5⁄5 ◉ ⏳ 76 68 — 63 81 95
3077
Tsarri
A legal-tech focused system that coordinates specialized agents for document cl…
B 77 5⁄5 ◉ ⏳ 96 70 — 27 81 93
3078
loopiezlol
runescape-wiki-mcp ⚡ Claim
B 77 5⁄4 ◉ ⏳ 84 57 N/A 46 92 98
3079
advenimus
JW MCP Server ⚡ Claim
Provides access to JW.org content including Christian Life and Ministry workboo…
B 77 5⁄5 ◉ ⏳ 92 71 — 34 82 93
3080
f
Search and retrieve AI prompts from prompts.chat, the social platform for AI pr…
B 77 6⁄6 ◉ ⏳ 78 84 92 34 69 92
3081
arikusi
nakkas ⚡ Claim
MCP server that turns AI into an SVG artist. One rendering engine with JSON con…
B 77 4⁄4 ◉ ⏳ 60 N/A N/A 58 95 95
3082
daniel-lxs
mcp-perplexity ⚡ Claim 3
MCP Server for the Perplexity API.
B 77 5⁄5 ◉ ⏳ 71 68 — 75 80 96
3083
Nayshins
mcp-server-ccxt ⚡ Claim 1
Cryptocurrency Market Data MCP Server
B 77 5⁄4 ◉ ⏳ 86 57 N/A 45 91 100
3084
Limecooler
Extracts YouTube video metadata and transcripts without requiring API keys, ena…
B 77 5⁄5 ◉ ⏳ 96 100 — 53 81 39
3085
line
line-bot-mcp-server ⚡ Claim 1
MCP Server for Integrating LINE Official Account
B 77 5⁄5 ◉ ⏳ 61 71 — 87 81 93
3086
anoopt
Allows scheduling meetings in Microsoft Outlook using Microsoft Graph API, with…
B 77 5⁄5 ◉ ⏳ 78 72 — 49 81 99
3087
driosalido
Karma MCP Server ⚡ Claim
Enables Claude to interact with Karma Alert dashboard to monitor and analyze Ku…
B 77 5⁄5 ◉ ⏳ 84 58 — 57 82 99
3088
yryuu
Enables comprehensive local file system operations including searching and read…
B 77 5⁄4 ◉ ⏳ 90 61 N/A 30 92 99
3089
DynamicEndpoints
ESPN MCP Server ⚡ Claim
Provides comprehensive access to ESPN's sports APIs for live scores, team infor…
B 77 5⁄5 ◉ ⏳ 84 61 — 58 82 99
3090
magarcia
Linear MCP Server ⚡ Claim 1
A Model Context Protocol server that enables large language models to interact …
B 77 5⁄5 ◉ ⏳ 81 61 — 66 82 93
3091
gavinHuang
Provides search functionality for arXiv.org papers through the official arXiv A…
B 77 5⁄5 ◉ ⏳ 78 82 — 40 81 95
3092
irev
Provides intelligent OCR and PDF processing capabilities that automatically det…
B 77 5⁄5 ◉ ⏳ 92 56 — 58 80 94
3093
BenAHammond
code-auditor-mcp ⚡ Claim
Code Quality Auditor: Analyze code for SOLID principles, DRY violations, and mo…
B 76 5⁄4 ◉ ⏳ 96 35 N/A 65 92 89
3094
MarcusJellinghaus
mcp-workspace ⚡ Claim
Enables AI assistants to perform file system operations within a specified proj…
B 76 5⁄4 ◉ ⏳ 84 36 N/A 71 92 100
3095
rohanrav
Screeny MCP Server ⚡ Claim
A privacy-first macOS MCP server that enables AI agents to capture screenshots …
B 76 5⁄4 ◉ ⏳ 72 65 N/A 44 95 100
3096
gaiborjosue
NiiVue MCP Server ⚡ Claim
Provides fast lexical and optional semantic search over NiiVue neuroimaging vis…
B 76 5⁄4 ◉ ⏳ 78 57 N/A 47 95 100
3097
Kashyap-AI-ML-Solutions
Webex MCP Server ⚡ Claim 2
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
B 76 5⁄5 ◉ ⏳ 100 82 — 54 81 48
3098
ropon
mcp-server-v2ex ⚡ Claim
B 76 5⁄4 ◉ ⏳ 80 62 N/A 42 95 91
3099
sengokudaikon
Provides access to Perplexity AI models through two tools: ask\_perplexity for …
B 76 5⁄5 ◉ ⏳ 78 68 — 53 81 98
3100
chrisribe
Provides AI assistants with persistent memory across sessions using local SQLit…
B 76 5⁄5 ◉ ⏳ 70 83 N/A 52 95 75
Showing 3051–3100 of 68965 servers
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