MCP Server Quality Scores

Independent quality analysis of 33593 public MCP servers

33593
Discovered
27821
Scored
1883
Verified
16957
Complete

Last updated 1 hour, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9551
Akshay-Quorum2145
Enables interaction with Azure DevOps work items through AI assistants like VS …
C 67 55 78 91 21 81 43
9552
goodfel10w
MCP Server für automatische Generierung professioneller Willkommenstexte für ne…
C 67 55 66 82 N/A 53 83 46
9553
Ritesh-sudo
Enables searching for AI/ML internships and entry-level positions across multip…
C 67 55 84 91 25 80 36
9554
rohinigaonkar
Implements a math agent using Model Control Protocol that performs mathematical…
C 67 54 86 31 N/A 16 95 93
9555
Errorrrrr
Apifox MCP Server Claim
Enables users to import OpenAPI 3 and Swagger 2 formatted JSON data directly in…
C 67 55 78 71 16 81 70
9556
feuerdev
keep-mcp Claim
Read, create, update and delete Google Keep notes.
C 67 55 62 41 69 76 95
9557
sonirico
mcp-shell Claim
🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditab…
C 67 54 60 36 N/A 73 82 94
9558
punkpeye
Notion MCP Server Claim
Enables AI agents to interact with Notion workspaces through the Notion API. Su…
C 67 55 92 65 44 81 37
9559
Dysron
Ableton MCP Claim 1
Enables AI assistants to control Ableton Live through natural language by query…
C 67 54 76 33 N/A 25 92 100
9560
kerlos
A template for building Model Context Protocol servers using Elysia and Bun run…
C 67 55 66 55 39 83 85
9561
voska
hass-mcp Claim 1
Home Assistant MCP Server
C 67 55 59 41 N/A 68 81 93
9562
browser-use
Vibetest Use Claim
Launches multiple Browser-Use agents to automatically test websites for UI bugs…
C 67 54 60 55 N/A 27 95 91
9563
mektigboy
An MCP server implementation that integrates with Hyperliquid exchange, providi…
C 67 55 75 82 38 81 47
9564
NSANTRA
Enables Claude to perform retrieval-augmented generation using LangChain, Chrom…
C 67 54 70 30 N/A 40 95 97
9565
phuihock
TA-Lib MCP Server Claim
Provides technical analysis indicators like SMA, EMA, RSI, MACD, Bollinger Band…
C 67 55 90 74 30 81 42
9566
deeppath-ai
Enables rapid analysis of landing pages for SEO compliance, conversion structur…
C 67 55 58 100 41 81 43
9567
zzstoatzz
Enables interaction with Tangled, a git collaboration platform built on AT Prot…
C 67 55 92 66 54 81 28
9568
martoc
Provides full-text search and retrieval tools for Apache Spark documentation us…
C 67 55 72 27 66 82 93
9569
chenqi146
Torna MCP Server Claim
Bridges Torna API documentation system with AI assistants, enabling natural lan…
C 67 55 72 43 42 78 99
9570
didacusdev
A collection of two MCP servers that enable querying One Piece anime characters…
C 67 55 60 57 44 82 88
9571
fish0710
Excel MCP Server Claim
Provides Excel file manipulation capabilities without requiring Microsoft Excel…
C 67 55 78 36 39 80 97
9572
zPeppOz
Wraps the TanStack CLI to provide programmatic access to documentation, library…
C 67 55 62 56 35 78 99
9573
seohyunjun
OpenSearch MCP Server Claim 2
A Model Context Protocol server implementation that enables natural language in…
C 67 55 73 37 46 78 100
9574
gpaul-mcp
Ravelry MCP Server Claim 1
A Model Context Protocol server that integrates with the Ravelry API, allowing …
C 67 55 51 65 45 80 96
9575
croit
mcp-croit-ceph Claim 2
MCP server for Croit Ceph cluster management with dynamic OpenAPI tool generati…
C 67 54 85 38 N/A 36 81 87
9576
JanJetze
android-emulator-mcp Claim 1
An MCP server for managing local Android Virtual Devices (AVDs) and their lifec…
C 67 54 47 42 N/A 64 92 98
9577
moecodeshere
Postgres MCP Pro Claim
An open source Model Context Protocol server for PostgreSQL that provides datab…
C 67 55 72 30 50 82 99
9578
edhijlu
3GPP MCP Server Claim
Enables AI assistants to access and search 3GPP telecommunications specificatio…
C 67 55 84 38 34 81 90
9579
GJakobi
Hatchet MCP Server Claim 1
Enables monitoring and debugging of Hatchet workflows and jobs through MCP clie…
C 67 55 82 37 27 82 97
9580
tengfone
A TypeScript-based MCP server for handling a simple notes system with NextJS th…
C 67 55 78 52 20 81 90
9581
ab2005
ElevenLabs MCP Server Claim 1
Enables seamless integration with ElevenLabs Conversational AI to manage agents…
C 67 55 78 40 38 82 92
9582
falahgs
Enables high-quality 3D-style cartoon image generation using Google Gemini AI a…
C 67 55 72 100 23 81 42
9583
IBM
A lightweight Python-based microservice that provides simple echo functionality…
C 67 55 54 91 N/A 52 95 34
9584
mcp-tg
Enables AI assistants to perform comprehensive Snowflake database operations in…
C 67 55 84 82 39 81 35
9585
AgentWong
A Python-based server that implements the Model Context Protocol to interface w…
C 67 55 96 62 36 81 42
9586
hungthai1401
bruno-mcp Claim 1
A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).
C 67 55 59 100 N/A 28 95 37
9587
BeehiveInnovations
PAL MCP Server Claim
A Provider Abstraction Layer that orchestrates multiple AI models (GPT-5, Gemin…
C 67 55 96 40 70 81 40
9588
jhanglim
Enables Claude to interact with Mattermost through search functionality, user m…
C 67 55 88 83 26 81 39
9589
akitchin
A Model Context Protocol server that enables AI assistants to manage downloads,…
C 67 55 63 68 21 80 95
9590
princefishthrower
Generates O'Reilly parody book covers that display directly in Claude Desktop a…
C 67 55 76 41 43 81 91
9591
Rikxed
A Python-based SQLite MCP server supporting database read/write operations with…
C 67 55 72 61 26 81 87
9592
standardbeagle
A high-performance server that provides clipboard access for AI assistants, spe…
C 67 54 70 33 N/A 49 92 91
9593
lucasmontano
MCP Montano Server Claim
A TypeScript-based server project that can be integrated with Cursor IDE as an …
C 67 54 62 52 N/A 34 94 89
9594
yanboishere
Enables cryptocurrency payment processing through the Infini Payment API, suppo…
C 67 55 66 41 52 80 95
9595
michaelkrasa
Provides access to Alpha ESS solar inverter and battery system data, enabling m…
C 67 55 62 41 50 81 100
9596
DurkDiggler
Enables LLMs to execute Kali Linux security tools like nmap, sqlmap, and hydra …
C 67 55 60 65 26 81 98
9597
SamuelMoraesF
mcp-nfse-nacional Claim 2
MCP Server para consulta de NFSe no portal nacional (nfse.gov.br)
C 67 55 60 100 N/A 44 77 42
9598
varlabz
Enables web searches through DuckDuckGo with customizable parameters like regio…
C 67 55 68 55 29 81 94
9599
suhitanantula
Implements the Lines-Loops-Vibes creativity operating system with tools for bui…
C 67 55 76 91 43 81 29
9600
bryankemp
Weather MCP Server Claim
Provides access to National Weather Service data, enabling users to retrieve re…
C 67 55 76 31 45 83 100
Showing 9551–9600 of 33593 servers
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