MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5351
uniquename
BVG MCP Server Claim 1
An MCP server for interacting with the Berlin Public Transport (BVG) API to sea…
B 73 55 73 65 50 81 92
5352
Machine-To-Machine
This project implements a Model Context Protocol (MCP) server providing Formula…
B 73 55 84 91 62 81 38
5353
amarisaster
Provides full Discord API access via the Model Context Protocol, allowing users…
B 73 55 76 70 29 80 100
5354
dyeoman2
A production-ready template for building Model Context Protocol servers with Cl…
B 73 55 66 67 48 80 100
5355
shawndrake2
SBA MCP Server Claim 1
Provides access to SBA small business size standards and SBIR/STTR federal R\&D…
B 73 55 90 55 27 82 99
5356
Sk0t31n0s
Enables natural language todo list management through Claude Desktop with YAML-…
B 73 54 90 53 N/A 16 92 100
5357
Ap3x
BinaryAnalysis-MCP Claim 1
Enables analysis of binary files (PE, ELF, Mach-O, COFF) by providing tools to …
B 73 44 51 N/A N/A 51 95 95
5358
Submersible
Provides hashline-based file editing using line-addressed edits and content has…
B 73 54 72 60 N/A 52 87 91
5359
yw0nam
MCP-A2A-Gateway Claim
Bridges Model Context Protocol (MCP) with Google's Agent-to-Agent (A2A) protoco…
B 73 55 60 82 49 81 87
5360
tanigami
mcp-server-perplexity Claim 1
Interacting with Perplexity API.
B 73 55 78 65 43 80 92
5361
DiaaAj
a-mem-mcp Claim 2
Self-evolving memory system for AI agents
B 73 54 72 72 N/A 53 76 90
5362
loticdigital
Provides comprehensive access to the Airtable Web API, enabling AI assistants t…
B 73 55 78 66 29 81 99
5363
vpro1032
Enables AI assistants to securely interact with Microsoft SQL Server databases …
B 73 55 96 46 47 81 87
5364
j-shelfwood
Enables AI assistants to query and analyze errors from Bugsink self-hosted erro…
B 73 55 72 66 42 80 100
5365
webfansplz
Vue MCP Server Claim
Provides application insights for Vue apps by exposing component trees, state, …
B 73 54 66 52 N/A 52 95 100
5366
CamdenClark
jira-mcp Claim 1
Provides capabilities for searching Jira issues using JQL and retrieving detail…
B 73 55 78 66 41 81 91
5367
hdresearch
Shell MCP Server Claim 1
A Node.js implementation of the Model Context Protocol that provides secure she…
B 73 54 84 51 N/A 50 82 94
5368
dhofer
Enables programmatic access to Austrian mobile carriers (yesss!, Georg, XOXO) a…
B 73 55 66 75 39 81 99
5369
3viky
Enables AI agents to check domain availability, perform batch domain lookups, a…
B 73 55 78 100 45 81 46
5370
Cyronius
claude-database-tools Claim 1
A SQL Server CLI and MCP server for Claude Code that supports standard SQL Serv…
B 73 55 92 56 45 74 92
5371
bitflight-devops
mcp-json-yaml-toml Claim
A token-efficient, schema-aware MCP server that enables AI assistants to safely…
B 73 54 72 32 N/A 74 94 98
5372
AmemiyaLai
Connects Grasshopper and Cursor through MCP protocol, enabling natural language…
B 73 54 84 40 N/A 49 95 91
5373
mcp-fe
Don't let AI guess from screenshots. Give LLMs direct access to your React stat…
B 73 55 80 55 58 80 91
5374
lkm1developer
Apollo.io MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 55 71 67 48 82 91
5375
bsmi021
A dedicated server that wraps Google's Gemini AI models in a Model Context Prot…
B 73 55 96 43 51 80 90
5376
Twixes
MCPolice Claim
Enables AI tools to report violations of international laws to monitoring agenc…
B 73 55 86 58 32 81 95
5377
Ademscodeisnotsobad
Provides real-time options analytics, pricing with Greeks, Monte Carlo simulati…
B 73 55 84 65 29 81 93
5378
dayongd1
Enables video generation from text prompts or images using Google's Veo 3 API. …
B 73 55 72 72 43 81 93
5379
stefanjwojcik
Enables Claude to access and manage a travel company's customer data, trip hist…
B 73 54 78 58 N/A 21 95 100
5380
romiluz13
Provides persistent memory and semantic code understanding for AI assistants us…
B 73 55 78 56 57 81 91
5381
tosin2013
A server component of the Model Context Protocol that provides intelligent anal…
B 73 54 60 66 N/A 48 90 99
5382
willpowell8
Enables AI assistants to interact with SAP Signavio Process Manager through its…
B 73 55 84 100 29 81 54
5383
seletz
MCP Odoo Shell Claim
A bridge server that provides access to an Odoo shell environment, allowing exe…
B 73 55 60 82 41 81 94
5384
DealExpress
mcp-server Claim 1
MCP Server for DealX platform
B 73 55 77 61 51 80 91
5385
mariano-cecowski
Store MCP Server Claim
Enables AI agents to store and retrieve information persistently using key-valu…
B 73 54 86 53 N/A 21 95 99
5386
adamanz
A Model Context Protocol server that enables interaction with Exa's Websets API…
B 73 54 67 70 N/A 34 95 93
5387
kohasummons
ChainGPT MCP Claim
Enables AI agents to access crypto-related information including latest news, p…
B 73 55 66 70 58 81 89
5388
Dhavaleswar
Explore MCP Claim
A demonstration MCP server that exposes basic arithmetic tools (add, subtract, …
B 73 54 72 62 N/A 29 95 100
5389
ruminaider
A comprehensive MCP server providing over 26 tools for querying, monitoring, an…
B 73 55 68 73 32 82 100
5390
antivirusakash
Generate images using the OpenAI gpt-image-1 model seamlessly within your appli…
B 73 54 72 70 N/A 20 92 97
5391
christian-posta
MCP Auth Server Claim
A Model Context Protocol (MCP) server with HTTP transport that implements JWT a…
B 73 55 96 48 29 81 100
5392
ali-kamali
An MCP server that transforms codebases into intelligent, queryable knowledge b…
B 73 54 84 41 54 89 93
5393
ahostbr
mcp-0ne Claim 1
A standalone MCP gateway that multiplexes multiple backend MCP servers behind a…
B 73 55 72 66 42 80 99
5394
swiftcomza
Feedbucket MCP Server Claim 1
Enables AI assistants to manage website feedback from Feedbucket, including lis…
B 73 55 78 73 26 80 94
5395
engboustani
Rasmio MCP Server Claim
Provides access to the Rasmio API for searching and retrieving detailed informa…
B 73 55 70 68 42 81 100
5396
stevereiner
Python-based server that provides AI-native access to Alfresco content manageme…
B 73 55 90 82 70 81 35
5397
gmjuhasz
Focalboard MCP Server Claim 1
Enables task and board management in Focalboard through natural language, suppo…
B 73 55 90 55 25 80 100
5398
dexoryn
Enables AI assistants to interact with the Pump.fun platform on Solana for crea…
B 73 54 72 60 N/A 28 95 100
5399
depwire
depwire Claim
Dependency graph + 15 MCP tools for AI coding assistants. Parses TypeScript, Ja…
B 73 54 90 26 N/A 55 90 100
5400
katlis
Analyzes webpage screenshots to extract precise layout information by locating …
B 73 55 78 91 N/A 40 95 44
Showing 5351–5400 of 67197 servers
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