MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29461
Scored
2111
Verified
16952
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37851
endennn
39 Japanese locale APIs — wareki, NTA invoice, 法人番号, postal, romanization, kanj…
37852
IDLE Protocol Claim 1
Web scraping, inference, DNS, monitoring from residential IPs — pay per request…
N/A N/A 81
37853
isteamhq
MCP server for Hacker News that enables AI agents to search stories, read comme…
37854
c47-inc
Martini Claim
Manage AI filmmaking projects, scenes, assets, and generations in Martini.
37855
ssm32613-ui
rasa Claim
N/A N/A 95
37856
sichengchen
Provides over 50 tools across 14 categories for accessing Ohio State University…
37857
unriddleautomation
xpoz Claim
N/A N/A 95
37858
asgard-ai-platform
mcp-twfood Claim
MCP server for Taiwan's agricultural wholesale market real-time price data, pro…
37859
hyang0129
pyscope-mcp Claim
MCP server that exposes Python function- and module-level call graphs for agent…
N/A N/A
37860
HaD0Yun
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene m…
N/A N/A
37861
xhaiben
test-mcp2 Claim
N/A N/A 95
37862
CSOAI-ORG
churn-predictor-ai-mcp MCP server by MEOK AI Labs
N/A N/A
37863
ammar-rcyber
Enables AI assistants to securely access Epic Healthcare Systems patient data t…
81
37864
marvennai
Connect AI agents to Marvenn for outbound growth via email, voice, and LinkedIn.
N/A N/A 90
37865
Nodeblue-AI
The first AI-powered development tool for Ignition SCADA — an MCP server that l…
37866
geo2004
Connects OpenAI Codex Desktop to QGIS Desktop for natural language GIS operatio…
N/A N/A
37867
zkcaryq
Enables AI assistants to query CS2 item real-time prices, K-line data, market i…
37868
matt-harding
mcp-server Claim
AI-powered household inventory — query everything you own via natural language
N/A N/A 95
37869
wilfoa
Multi-language MCP debugger for AI agents that supports Python, JavaScript/Type…
N/A N/A
37870
elizabethsiegle
A remote MCP server deployable on Cloudflare Workers without authentication, pr…
37871
Bloomidea
saft-mcp Claim
An MCP server that enables AI assistants to parse, validate, and analyze Portug…
N/A N/A
37872
Iploop
MCP server giving AI agents controlled residential-proxy web access with option…
37873
SpiritHerb
Aggregates and routes multiple MCP servers with intelligent tool recommendation…
37874
Llama-Ventures
llama-mcp Claim
Enables MCP-native agents to manage deals, briefs, timeline, and posts on the L…
37875
axel-belfort
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
N/A N/A 95
37876
cloudpepper
CloudPepper Claim
Manage CloudPepper servers, Odoo instances, backups, and deployments over MCP.
37877
mcp-server Claim
Healthcare data: drugs, providers, diagnoses, labs, vaccines, claims, and Medic…
N/A N/A 83
37878
VeChain-AI-Terminal
Enables Claude Desktop to interact with the VeChain blockchain through natural …
37879
fugle-dev
A Fugle MCP server for stock market data and trading, supporting real-time quot…
N/A N/A
37880
Poechant
Exposes 20 tools for project, media, render, and timeline control in DaVinci Re…
N/A N/A
37881
jiahuidegit
AI-powered professional document generation server that creates Word and Excel …
N/A N/A
37882
frase-io
Frase SEO Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content…
N/A N/A 83
37883
ace4seven
GC-MCP Claim
Enables AI assistants to access and query Garmin Connect health and fitness dat…
N/A N/A
37884
gptForYou
FinData Claim
MCP server providing professional financial data access for LLMs through provid…
37885
stoneHee99
velog-mcp Claim
Enables AI assistants to read, search, and write Velog blog posts. Supports pos…
37886
MarvelNwachukwu
A minimal starter template for building Model Context Protocol (MCP) servers us…
37887
Brightyard
mcp Claim
Coherence MCP — chat with your CRM's AI agent from Claude, Cursor, and Cline.
N/A N/A
37888
gordonkjlee
OpenMemory Claim
AI memory engine exposed as an MCP server with structured knowledge capture, en…
N/A N/A
37889
OEvortex
tgmcp Claim
Enables AI agents to interact with Telegram accounts through MCP, supporting me…
37890
timescale
A simple memory system that allows LLMs to store and retrieve information via t…
37891
ctoth
Enables precise code extraction from 30+ languages using tree-sitter parsing, a…
N/A N/A
37892
petpicksco
High Story MCP Server - Automate AI content campaigns and social media manageme…
N/A N/A 83
37893
clauxel
A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and …
37894
rgrz
A Model Context Protocol (MCP) server that enables AI assistants to query and u…
37895
clauxel
A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, …
37896
nweii
Self-hosted MCP server that provides remote AI clients with read and write acce…
37897
alii13
Enables AI agents to perform conversational accessibility testing with actionab…
N/A N/A
37898
Kymylyy
Enables programmatic access to Fitatu nutrition tracking via MCP tools for logi…
37899
ifmelate
Enables AI agents to ask clarification questions and receive structured user in…
N/A N/A
37900
pfldy2850
Enables searching and retrieving metadata from OpenMetadata, including tables, …
Showing 37851–37900 of 43459 servers
« Prev 1 756 757 758 759 760 870 Next »