MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

Submit Your Server Not listed? Add & get scored →
Score Your Own Servers Free CLI for local & internal scoring →
53551
Discovered
→
29763
Scored
→
2112
Verified
→
16952
Complete
Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

Newly Added

AppGoblin - App Store ASO & App Intel F Mathematical Programming Solver F Melvea Local Honey Discovery F trial-overdue F recall-risk F

Biggest Gainers

Wisely x402 Agent-Payment Infrastructure +48 Graffeo Coffee Roasting +46 mkdshare.DEV +45

Biggest Drops

Serverless-DB-Oracle -46 dime-experiment-tools -45 FreelanceOS -44
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53051
sally-labs
sally-ai-mcp Claim
Chat with Sally about metabolic health and pay per interaction using x402 with …
 — ○ ⏳ — N/A N/A — 95 —
53052
ezedinff
Enables interaction with Neo4j databases from the Cursor IDE by executing Cyphe…
 — ○ ⏳ — N/A N/A — — —
53053
axel-belfort
Token holder distribution API for AI agents. Analyze any ERC-20 token's holder …
 — ○ ⏳ — N/A N/A — 95 —
53054
shade-solutions
MCP server for Bluesky/AT Protocol enabling LLM clients and agents to authentic…
 — ○ ⏳ — — — — — —
53055
AdekunleBamz
Listens to Monad testnet for new blocks and provides a REST API to query the la…
 — ○ ⏳ — — — — — —
53056
douglac
Enables users to search and discover upcoming tech events, conferences, and mee…
 — ○ ⏳ — — — — 81 —
53057
StacklokLabs
Enables AI agents to compose MCP tool calls into Unix-style pipelines, executin…
 — ○ ⏳ — — — — — —
53058
ewongz
Provides MCP servers for Claude to access fitness data from Strava and interval…
 — ○ ⏳ — — — — — —
53059
cosjef
Provides conversational access to Keepa's product and sales data for product re…
 — ○ ⏳ — — — — — —
53060
sshh12
Enables Claude to fully control a Windows desktop with native screen capture, l…
 — ○ ⏳ — N/A N/A — — —
53061
Kartikk-26
Enables AI agents to build real-time knowledge graphs using Zep's Graphiti memo…
 — ○ ⏳ — — — — — —
53062
webski101
Exposes the MiniMax M3 LLM API to MCP-compatible clients, enabling chat complet…
 — ○ ⏳ — — — — — —
53063
the-data-gateway-initiative
Exposes India's open government data (data.gov.in) APIs via the Model Context P…
 — ○ ⏳ — — — — — —
53064
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to query…
 — ○ ⏳ — — — — 81 —
53065
pavex
Universal HTTP client tool for LLM agents. Enables Claude and other MCP-compati…
 — ○ ⏳ — — — — — —
53066
audio-research-projects
Enables interaction with the RedPanal audio platform to list, detail, download,…
 — ○ ⏳ — N/A N/A — — —
53067
fenil0020
gridpane-mcp Claim
Manage GridPane WordPress servers and sites through MCP clients like Claude or …
 — ○ ⏳ — — — — — —
53068
godson
godson_1231 Claim
— ○ ⏳ — N/A N/A — 95 —
53069
ai-mcp-garage
Enables retrieval and analysis of MyFitnessPal nutrition data including daily s…
 — ○ ⏳ — — — — 81 —
53070
smamidipaka6
Connects AI agents to Google Flights data, enabling retrieval of flight informa…
 — ○ ⏳ — N/A N/A — — —
53071
dataworkshop
A simple MCP server offering three utility tools: UUID generation, temperature …
 — ○ ⏳ — — — — — —
53072
reloadcz
mcp-csu Claim
Provides AI assistants direct access to 700+ statistical datasets about the Cze…
 — ○ ⏳ — — — — — —
53073
Vijay-2005
Enable direct access to Google's Gemini API from Claude Desktop for advanced co…
 — ○ ⏳ — N/A N/A — 95 —
53074
nille
Monitors boligportal.dk for new rental listings in Denmark. Provides tools to s…
 — ○ ⏳ — N/A N/A — — —
53075
Shentia
MCP Generate Unit Testing Server An intelligent Model Context Protocol (MCP) s…
 — ○ ⏳ — N/A N/A — 95 —
53076
Somsubhra-Nandi
Exposes MetaCall FaaS capabilities as MCP tools for deploying, invoking, and ma…
 — ○ ⏳ — — — — — —
53077
micaelmalta
Enables AI assistants to interact with Datadog APIs for querying metrics, logs,…
 — ○ ⏳ — — — — — —
53078
zsomtor
MCP server that wraps a personal task manager REST API, enabling Claude to read…
 — ○ ⏳ — — — — — —
53079
PrajwalPrashanth
This MCP server fetches and extracts transcripts from YouTube videos, enabling …
 — ○ ⏳ — N/A N/A — — —
53080
iampopovich
Enables interaction with TestIT test management platform, allowing management o…
 — ○ ⏳ — N/A N/A — — —
53081
zueai
mcp-manager Claim
Simple Web UI to install and manage MCP servers for Claude Desktop App.
 — ○ ⏳ — — — — 81 —
53082
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
 — ○ ⏳ — — — — 81 —
53083
etherwindy
Bangumi MCP Claim
Enables searching and retrieving information about anime, manga, and related co…
 — ○ ⏳ — — — — — —
53084
itisaevalex
An MCP server that provides tools and resources to access company financial fil…
 — ○ ⏳ — — — — — —
53085
gabriellambrechtfranco
cep-tools Claim
An MCP server that provides a tool to query Brazilian postal codes (CEPs) via t…
 — ○ ⏳ — — — — — —
53086
leedw80
naver-mcp Claim
Naver Search API + Datalab API MCP server with 19 tools for Korean web search a…
 — ○ ⏳ — — — — — —
53087
Winter279
gobox-mcp Claim
Enables AI agents and automation tools to interact with the Gobox e-commerce pl…
 — ○ ⏳ — — — — — —
53088
jch1887
Enables running and inspecting Artillery load tests from MCP-compatible clients…
 — ○ ⏳ — N/A N/A — — —
53089
tensakulabs
discord-mcp Claim
Enables LLMs to read and send Discord messages, list servers and channels, and …
 — ○ ⏳ — N/A N/A — — —
53090
rezapars
Enables querying client onboarding status and basic client info (name, family) …
 — ○ ⏳ — — — — — —
53091
Maxbleu
Enables Formula 1 data analysis through natural language, providing tools like …
 — ○ ⏳ — — — — — —
53092
waifuai
Enables chatting with an AI waifu character through MCP tools, with user manage…
 — ○ ⏳ — — — — — —
53093
wolfcoming
Enables remote control of Android devices via ADB, including screen operations,…
 — ○ ⏳ — N/A N/A — — —
53094
simonamsharp
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
 — ○ ⏳ — — — — 81 —
53095
brandondek
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT…
 — ○ ⏳ — — — — 81 —
53096
friedice5467
Automates mobile game dailies on BlueStacks via ADB using a dual-LLM architectu…
 — ○ ⏳ — N/A N/A — — —
53097
yyf
MCP2OSC Claim
Enables natural language control of OSC (OpenSoundControl) messages, allowing u…
 — ○ ⏳ — N/A N/A — — —
53098
Enables LLMs to manage your Microsoft 365 calendar, tasks, and email via Micros…
 — ○ ⏳ — N/A N/A — — —
53099
Enables access to SharePoint Online data via Microsoft Graph API, allowing list…
 — ○ ⏳ — N/A N/A — — —
53100
david-steel
Public MCP for OTP (orgtp.com). Query cross-org best practices, learnings, publ…
 — ○ ⏳ — N/A N/A — — —
Showing 53051–53100 of 53551 servers
« Prev 1 … 1060 1061 1062 1063 1064 … 1072 Next »