MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33051
Gzmomo001
Generates images via SiliconFlow API with support for multiple models, concurre…
N/A N/A
33052
RaziStuff
code-search Claim
Semantic + lexical code search as an MCP server. Agents query in natural langua…
N/A N/A
33053
mmaun
sales-agent Claim
Multi-agent sales email generation server that creates, evaluates, and sends pe…
33054
evalops
An MCP server that structures AI reasoning as directed acyclic graphs of semant…
33055
arturochent
Enables Claude to search YouTube for artists and manage playlists on your YouTu…
N/A N/A
33056
billy12151
A lightweight, fully local MCP server that provides AI coding tools with a shar…
N/A N/A
33057
2nspired
A kanban board MCP server that enables AI agents to read and write project boar…
N/A N/A
33058
malkreide
Enables AI models to search and retrieve bibliographic and digitized records fr…
33059
w-10-m
notion-mcp Claim
MCP server with 23 tools for full Notion integration, enabling database, page, …
N/A N/A
33060
bruno
test-mcp2 Claim
N/A N/A 95
33061
morettimarco
Parses Italian INAZ payslip PDFs into a local SQLite database, enabling AI clie…
N/A N/A
33062
cprepos
fsq-codebase Claim
Enables fast semantic code search using FSQ embeddings, with zero-config indexi…
N/A N/A
33063
doanhnd9989
Provides AI agents live access to a DMTicket workspace for managing contacts, c…
33064
ghostiee-11
lumen-mcp Claim
Drives Lumen's data-to-SQL-to-chart-to-report loop from any MCP client, support…
N/A N/A 95
33065
lhbDesign
Generates TypeScript types for API functions from Swagger/OpenAPI documents, en…
N/A N/A
33066
simonamsharp
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
81
33067
Nihility-Protoss
frida-mcp Claim
Frida MCP server enables AI models to perform dynamic analysis on mobile and de…
33068
TheGreatAxios
A lightweight MCP server that enables AI assistants to securely read, create, a…
N/A N/A
33069
IBM
Enables AI agents to securely interact with IBM OpenPages GRC platform through …
N/A N/A 95
33070
jcnh74
A local-first MCP server for auditing, drafting, and planning updates to your p…
N/A N/A
33071
scotia1973-bot
Trade DeFi using plain language prompts.
33072
olane-labs
cosync-local Claim
Local encryption and project setup plugin for CoSync. Keys never leave your mac…
N/A N/A 95
33073
kkdub
Enables intelligent discovery and management of Claude Skills through semantic …
81
33074
RemseyMailjard
A demo MCP server for training purposes, providing mocked tools for exchange ra…
N/A N/A
33075
gerardjlynn
gnomon Claim
Manages a vault of articles and talk pages using an article/talk split pattern,…
N/A N/A
33076
shubhtoy
An MCP server that reads public GitHub Projects v2 boards (including item-level…
33077
ntwkrgr
bear-mcp Claim
Enables Claude to interact with Bear notes (via better-bear-cli) for listing, s…
N/A N/A
33078
null
This MCP (Model Context Protocol) server provides access to UNHCR data through …
81
33079
blackukulele-esf6
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
N/A N/A 95
33080
HeartLoveLung
A local stdio MCP server for structured web scraping with ScrapeGraphAI and an …
N/A N/A
33081
CSOAI-ORG
MCP server for soc2 compliance ai. Features assess trust principles, control ga…
N/A N/A
33082
george-kozlitin
Enables querying Spain's official company registry (BORME) for company events s…
33083
vogler75
Automatically generates MCP tools from any GraphQL API by introspecting its sch…
33084
soofi-project
Enables AI assistants to interact with Eclipse Dataspace Components (EDC) conne…
33085
fawaikuangtuzhangfei
MCP server for managing personal items with expiration dates, enabling AI agent…
N/A N/A
33086
3aKHP
Symath-MCP Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
33087
zeng-andrew
Enables natural language control of test instruments like spectrum analyzers an…
N/A N/A
33088
tinhtinhcd
A Python-based MCP server for integrating Blender and 3D modeling capabilities …
N/A N/A
33089
carminelau
Enables multi-tier AI-detection screening on academic papers by extracting text…
N/A N/A
33090
li000592
weather-mcp Claim
Provides US weather alerts and forecasts via the National Weather Service API.
N/A N/A
33091
chhanz
Fetches AWS What's New announcements by month, allowing users to query announce…
33092
daniloneto
MCP server for Bitbucket Cloud, focused on pull-request review workflows
33093
ProcessQualitySolutions
Connects AI assistants to QCDatabase.AI for everyday construction quality-contr…
33094
kevin0195
Enables award flight search across 20+ airline programs using PointsYeah, with …
N/A N/A
33095
liunan-githu
Enables text-only language models to 'see' and describe images by calling multi…
N/A N/A
33096
onlythebestswfl
customclaw Claim
A curated registry of small, focused utilities for building LLM and agent code …
81
33097
evnchn-nicegui
Enables LLMs to drive NiceGUI apps by exposing an interactive element tree via …
N/A N/A
33098
artkrsk
MCP server for the Envato Market API that provides AI agents with purchase veri…
N/A N/A
33099
chemagents
An MCP server that reproduces the results of Nikitin et al., 'Towards Explainab…
33100
ahmedselimmansor-ctrl
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
Showing 33051–33100 of 67181 servers
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