MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4201
abhiz123
Todoist MCP Server Claim 2
An MCP server that integrates Claude with Todoist, enabling natural language ta…
B 75 55 79 67 45 80 97
4202
freyzo
ArXiv MCP Server Claim
Enables AI assistants to search arXiv's research repository, download papers, a…
B 75 54 90 56 N/A 30 92 92
4203
MikelA92
Enables LLMs to interact with Metabase instances through 33 tools for querying …
B 75 55 92 68 28 81 93
4204
biilmann
A basic example of a serverless Model Context Protocol (MCP) server implemented…
B 75 66 78 75 85 21 81 93
4205
metcalfc
Atrax Claim
Proxy that aggregates multiple MCP servers and presents them as a unified inter…
B 75 55 96 55 37 78 97
4206
shjanjua
PPTX MCP Server Claim 2
Enables AI assistants to create, edit, and manipulate PowerPoint presentations …
B 75 55 78 91 N/A 21 87 84
4207
pskill9
This MCP server provides a tool to download entire websites using wget. It pres…
B 75 55 86 100 N/A 24 95 46
4208
Vvkmnn
claude-vigil-mcp Claim
An MCP server for creating named checkpoints and snapshots of projects, with se…
B 75 54 72 61 N/A 54 94 89
4209
davidashman
AnyList MCP Server Claim
Enables AI assistants to interact with AnyList for managing shopping lists, rec…
B 75 54 82 62 N/A 37 92 94
4210
drdanielbender
Enables checking domain name availability and pricing through the Porkbun API, …
B 75 55 84 60 42 81 100
4211
Cam10001110101
This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama De…
B 75 55 84 58 54 76 97
4212
evalstate
mcp-miro Claim 2
Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for RES…
B 75 55 84 68 44 76 93
4213
ngc-shj
SearXNG MCP Server Claim
Enables web search, image search, and news search through a self-hosted SearXNG…
B 75 55 90 60 47 81 91
4214
mochow13
Enable seamless integration of Ticketmaster data and services into your applica…
B 75 54 96 68 N/A 12 87 91
4215
ntdef
YNAB MCP Server Claim 1
A Model Context Protocol server that enables interaction with You Need A Budget…
B 75 55 77 57 55 82 100
4216
mohammadnajeeb
MCP server that interfaces with the NCBI Entrez API to fetch detailed informati…
B 75 55 84 68 37 81 93
4217
antoniolg
Enables image generation and editing using Google Gemini AI with support for mu…
B 75 55 90 71 26 81 91
4218
stefanoverna
Basecamp MCP Server Claim 1
Enables LLMs to interact with Basecamp projects, managing messages, todos, comm…
B 75 55 78 72 52 80 86
4219
kylekanouse
A comprehensive TypeScript boilerplate MCP server featuring domain-driven desig…
B 75 54 72 61 N/A 41 95 100
4220
je4550
Review MCP Server Claim
Enables Claude to perform thorough code reviews by integrating with Codex and G…
B 75 55 78 75 N/A 28 95 88
4221
FantomaSkaRus1
telegram-bot-mcp Claim
Full-featured Telegram Bot API MCP server with 174 tools covering the entire Bo…
B 75 55 84 82 49 81 71
4222
kapilduraphe
Webflow MCP Server Claim 1
Enables Claude to interact with Webflow's APIs for managing sites, retrieving i…
B 75 55 78 68 40 82 100
4223
darronz
Enables retrieval of electricity and gas consumption data from Octopus Energy a…
B 75 55 84 71 35 83 92
4224
Siddhant-K-code
MCP server designed to help you search and analyze your photo library (iCloud -…
B 75 54 94 53 N/A 39 90 89
4225
manbodyslam
Postiz Media Manager Claim 1
Manages and cleans up unused media in Postiz by identifying orphaned files not …
B 75 55 84 67 50 76 94
4226
dotnetpower
infomesh Claim 1
Fully decentralized P2P web search engine for LLMs. Crawls, indexes, and search…
B 75 54 64 62 N/A 84 90 79
4227
blueprint-infrastructure
Solentic Claim
Native Solana staking infrastructure for AI agents. 18 MCP tools for staking, u…
B 75 55 63 80 49 81 100
4228
tldv-public
lets you interact with your meeting data (to list, ask, summarize, extract - vi…
B 75 55 78 75 33 81 98
4229
IBM
IBM/mcp-cli Claim
Yet another CLI tool for testing MCP servers.
B 75 54 84 31 N/A 69 94 100
4230
junipr-labs
mcp-server Claim
Web intelligence API for AI agents — screenshot capture, PDF generation, page m…
B 75 55 72 75 50 82 93
4231
lennyzeltser
Turns any static website into an MCP-searchable knowledge base by deploying a C…
B 75 55 76 63 54 81 99
4232
Mohit4022-cloud
Enables AI-powered marketing campaign management across Google Ads, Facebook Ad…
B 75 55 90 60 44 82 90
4233
celeryhq
Simplified MCP Server Claim 1
A Model Context Protocol server that enables LLMs like Claude and Cursor to man…
B 75 55 77 68 59 81 87
4234
dbsectrainer
Step-by-step observability for MCP agent workflows
B 75 44 58 N/A N/A 62 83 98
4235
arshad-khan1
Enables automated timesheet management including creating entries, listing work…
B 75 55 72 73 50 76 100
4236
1282saa
bk_mcp Claim 1
B 75 54 78 67 N/A 39 92 90
4237
CartographAI
Generates and queries a graph representation of a codebase to identify entities…
B 75 54 86 56 N/A 43 87 94
4238
silenceper
mcp-k8s Claim
MCP-K8S is an AI-driven Kubernetes resource management tool that allows users t…
B 75 55 72 53 76 80 100
4239
dhippley
Enables interaction with Azure DevOps through Cursor chat, providing tools to m…
B 75 55 84 76 19 81 98
4240
holocode-ai
rembg-mcp Claim 1
Enables removing image backgrounds using AI models through MCP-compatible tools…
B 75 54 84 56 N/A 40 92 95
4241
fwextensions
Form.io MCP Server Claim
Enables AI assistants to interact with Form.io's API to create, read, update, a…
B 75 55 84 71 29 81 97
4242
shariqriazz
Vertex AI MCP Server Claim 1
Implementation of Model Context Protocol (MCP) server that provides tools for a…
B 75 55 84 63 42 81 97
4243
bolnet
memwright Claim 1
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
B 75 54 90 58 N/A 72 60 95
4244
CakeRepository
1password Claim 1
MCP server for 1Password service accounts — tools and resources for vaults and …
B 75 54 45 77 N/A 78 83 99
4245
robbyczgw-cla
web-search-plus-mcp Claim 1
Multi-provider web search with intelligent auto-routing (Serper, Tavily, Exa). …
B 75 55 79 57 62 80 96
4246
tonywmnix
Integrates with Google Tasks to enable searching, listing, creating, updating, …
B 75 55 78 63 50 82 99
4247
lcbcFoo
Provides AI coding assistants with persistent, context-rich memory of a codebas…
B 75 54 92 48 N/A 41 92 92
4248
digitalxenon98
Tracks DB Schenker shipments by reference number, providing detailed shipment i…
B 75 55 78 55 55 83 100
4249
mc-mario
Tandoor MCP Server Claim 1
Enables interaction with Tandoor recipe management system to create, manage, an…
B 75 55 100 63 25 80 92
4250
ethangillani
Anki MCP Server Claim 1
A Model Context Protocol server that allows LLMs to interact with Anki flashcar…
B 75 54 85 58 N/A 39 90 96
Showing 4201–4250 of 67197 servers
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