MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29537
Scored
2112
Verified
16952
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27151
taffy123d
Doubao MCP Agent Claim 1
A local skill assistant based on the Model Context Protocol that integrates wit…
C 62 34 66 29 81
27152
RajendraPrasad96536
Enables analysis of wholesale medicine purchase data by providing tools for inv…
C 62 34 68 27 81
27153
lydiahallie
A minimal MCP server that enables AI assistants to manage a kanban issue board.…
C 62 34 66 32 81
27154
microsnow
MySQL MCP Server Claim
A Model Context Protocol service that enables AI assistants to directly query a…
C 62 34 72 22 81
27155
HubLensOfficial
mcp-server Claim
Query daily trending open-source projects from GitHub & Hacker News with AI-gen…
C 62 34 54 50 81
27156
amulya-acharya
mcp-doc-chat Claim
Enables interactive chat with AI models and document retrieval via the Anthropi…
C 62 34 66 30 81
27157
wudidada
ZenTao MCP Server Claim
Enables interaction with ZenTao project management software through its REST AP…
C 62 34 60 39 81
27158
brunolm
mal-mcp Claim 1
A Model Context Protocol server that provides access to MyAnimeList's API for a…
C 62 34 65 32 81
27159
joshfwaldman1
econstats-mcp Claim
Economic data MCP server that connects FRED, BLS, BEA, IMF, World Bank, and ECB…
C 62 34 66 32 81
27160
hostkitpt
Hostkit MCP Claim 1
MCP server for the Hostkit API, enabling management of properties, reservations…
C 62 34 57 45 81
27161
clawsouls
Provides tools for AI agent persona management, safety verification, and effici…
C 62 34 66 32 81
27162
geoicons
GraphAPI MCP Claim
A Python-based MCP server that enables authenticated Microsoft Graph API calls …
C 62 34 60 40 81
27163
MeeraMendhe
MCP Chat Claim
A command-line interface application enabling interactive chat with AI models v…
C 62 34 66 30 81
27164
meltingpixelsai
Harvey Intel Claim
Solana token safety analysis, CORTEX trading signals, and Synthia social intell…
C 62 34 54 51 81
27165
bangbang93
mcp-calculator Claim 1
An MCP server that integrates the MathJS library to provide AI models with adva…
C 62 34 59 40 81
27166
cholhwanjung
Enables searching, retrieving, and reading academic papers from arXiv while ana…
C 62 34 66 30 81
27167
yantrix-ai
Yantrix MCP Claim 1
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
C 62 34 66 30 81
27168
zhaohongyuziranerran
Detects AI-generated content by analyzing 24 writing patterns, provides style a…
C 62 34 68 25 81
27169
atharva-joshi77
CDP MCP Server Claim 1
An MCP server that provides LLMs with access to Acquia's Customer Data Platform…
C 62 34 63 35 81
27170
Habib0x0
A minimal Model Context Protocol (MCP) server demonstrating the implementation …
C 62 34 66 32 81
27171
Shriram-Vasudevan
Integrations MCP Claim 1
A comprehensive MCP server providing over 390 tools across 66 providers, includ…
C 62 34 68 27 81
27172
ChillZone2025
promptforge Claim
Generate deployment-ready AI agent system prompts for professionals in one clic…
C 62 34 54 50 81
27173
Lucid-Drone-Technologies
Connects Claude Desktop to the Paylocity API to manage employee records, pay st…
C 61 34 60 35 81
27174
jaalbin24
A Model Context Protocol server that enables Claude to read and update document…
C 61 34 49 54 81
27175
roshan571
Playwright MCP Claim
Provides browser automation capabilities using Playwright's accessibility tree,…
C 61 34 48 57 81
27176
adityas0604
Connects Claude AI to your Canvas LMS account, enabling natural language intera…
C 61 34 66 25 81
27177
WuChaoli
Wolai MCP Server Claim
Enables AI agents to interact with Wolai knowledge bases to read, write, and se…
C 61 34 60 35 81
27178
Echo3s-io
echo3s-io Claim
AI-powered multi-voice audiobook creation platform. Provides tools for pricing,…
C 61 34 60 35 81
27179
krixerx
Enables investigation and diagnosis of CIB Seven BPM process instances through …
C 61 34 60 38 81
27180
mehdibadaoui
AI-powered dental social media marketing tools. Generate Instagram captions, fi…
C 61 34 62 32 81
27181
docujson
@docujson/mcp Claim
Connects AI assistants to DocuJSON for PDF generation, template management, and…
C 61 34 64 30 81
27182
PhySci
Enables querying PostgreSQL database metadata including table lists and schema …
C 61 34 54 48 81
27183
zhaohongyuziranerran
HumanizerMCP Claim
Detects and removes 24 types of AI writing patterns, offering dual-mode humaniz…
C 61 34 66 27 81
27184
TombStoneDash
MCP server for noui.bot Agent Bazaar — agent-first infrastructure tools. Platfo…
C 61 34 63 33 81
27185
Travis-Gilbert
Railway MCP Server Claim
Enables comprehensive management of Railway infrastructure, including projects,…
C 61 34 54 45 81
27186
swl007007
sellthenews-mcp Claim
A read-only MCP server that provides access to financial news, Wall Street Bets…
C 61 34 60 35 81
27187
dpshde
Provides access to WakaTime coding analytics data through MCP tools. Enables qu…
C 61 34 56 42 81
27188
MoseLu
mcp-swarm Claim
A multi-model agent swarm coordinator that automatically selects the most suita…
C 61 34 60 37 81
27189
KenLin-7
A Spring Boot REST API testing server that supports functional testing with ass…
C 61 34 66 27 81
27190
suremapp
SureM SMS MCP Claim
Enables Claude to send SMS/LMS messages via the SureM platform using natural la…
C 61 34 60 38 81
27191
harichandra599
Postman MCP Generator Claim 1
An MCP server that converts Postman API requests into executable tools for LLMs…
C 61 34 63 32 81
27192
quickvm
defined-mcp Claim 1
MCP server for managing Defined Networking infrastructure through API tools. It…
C 61 34 53 47 81
27193
goveda
patent-mcp Claim
AI-powered patent search and analysis across 220M+ global patents. Semantic sea…
C 61 34 58 39 81
27194
Lokii0911
SeleniumMCP Claim
Enables browser automation using Selenium, including navigation, element intera…
C 61 34 48 57 81
27195
josephtandle
Enables AI assistants to download TikTok videos without watermarks, analyze cre…
C 61 34 64 30 81
27196
koalr
Koalr Claim
Connect engineering metrics, DORA performance, deploy risk scoring, and PR heal…
C 61 34 58 39 81
27197
8randonpickart5
alderpost-mcp Claim 1
8 bundled intelligence endpoints (security, company, threat, compliance, sales,…
C 61 34 54 45 81
27198
rodrigoramosrs
FlowStepMCP Claim
Complete Model Context Protocol (MCP) server designed to facilitate seamless in…
C 61 34 48 56 81
27199
fullstuckdev
Enables interaction with Bunny.net APIs for Stream/Video, Storage, CDN Pull Zon…
C 61 34 60 35 81
27200
ENTIA-IA
Verify any business in 34 countries. BORME 40M+ acts, VIES, GLEIF, Wikidata. Fr…
C 61 34 60 38 81
Showing 27151–27200 of 46347 servers
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