MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38251
AmiyaBot
Provides MCP server and CLI for querying Arknights game data, including operato…
38252
Presh-AR
MCP server enabling AI models to interact with Codescan's API for listing proje…
38253
Mariner10
carter-mcp Claim
Enables AI assistants to author and push CAR-TER control surface layouts to pai…
N/A N/A
38254
SolvoHQ
openworkdays Claim
Zero-signup business-day date-math API: add days, count days between dates, is-…
38255
fullstackdegen
Converts Lighthouse audits into prioritized implementation backlogs with eviden…
N/A N/A
38256
mostafa-ghaith
Enables semantic search across multiple AI library documentations to keep codin…
38257
latent-defense
Connects Claude Code to a Latent Defense deployment to map GitHub repositories …
38258
abdullahMASHUK
Enables AI agents to perform file operations and sharing management on NextClou…
38259
fieldcure
essentials Claim
Essential MCP server: HTTP, web search, downloads, Wolfram|Alpha, shell, JS, fi…
N/A N/A
38260
NTinfinitumnihil
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
38261
asksurf-ai
Enables access to 86 crypto data endpoints from the Surf API, including market …
N/A N/A
38262
BUZDOLAPCI
dns-intel Claim
Enables domain intelligence lookups including RDAP registration data, DNS recor…
N/A N/A 95
38263
GrizzlySMS-Git
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, r…
38264
aicommander
AI Commander Claim
AI Commander is a remote shell for AI agents. It lets an MCP client (Claude, Co…
81
38265
juan-sibbo
A governed, read-only MCP server for ad inventory discovery from Google Ad Mana…
38266
mamayevets
mobila Claim
Enables AI clients to control an Android emulator via MCP, allowing tasks like …
38267
Knuckles-Team
vector-mcp Claim
A production-grade MCP server for integrating RAG into AI agents, supporting mu…
38268
daleweaver1981
cockpit-mcp Claim
40 AI prompts + self-hosted ops dashboard for homelab and small-team sysadmins
N/A N/A
38269
shaxzodbek-uzb
agentrecall Claim
Provides persistent, searchable memory with hybrid keyword and semantic search,…
N/A N/A
38270
digimetalab
dml-bps-mcp Claim
MCP server for accessing Indonesian BPS statistics data via natural language qu…
38271
one06cm127
Enables Claude.ai to interact with the Cursor editor to read files, write code,…
N/A N/A
38272
smochan
Multi-language code-graph MCP server with 18 tools for structural code queries …
N/A N/A
38273
gholtzap
Provides Claude Code with access to peer-reviewed medical information from Medl…
N/A N/A
38274
Anakior
atlas-mind Claim
Self-hosted git-native knowledge base with an MCP endpoint your AI reads, write…
38275
Aevella
本地MCP工具,通过截图、OCR、键盘和聊天输入与PC游戏《光遇》交互,支持AI客户端陪聊和实验。
N/A N/A
38276
AkhileshSelvan
SMC-MCP Claim
Enables AI agents to analyze price action using Smart Money Concepts (market st…
N/A N/A
38277
cesarliws
dext Claim
Dext - Modern Full Stack Framework for Delphi
N/A N/A PA
38278
gotchykid
Checks domain availability for registration using RDAP APIs, supporting .com an…
N/A N/A
38279
ripafratta
Bridges Claude Code/Cowork with Google NotebookLM for AI-powered research, sour…
N/A N/A
38280
MCP server for querying Factry Historian.
N/A N/A 61
38281
chenfukun
A lightweight MCP server for MongoDB 3.6+ providing read, write, metadata, and …
38282
sespinosafumanal
Enables querying a PostgreSQL database using natural language by retrieving con…
38283
Joel-hanson
Enables natural language interaction with Django REST Framework APIs by auto-di…
38284
emilabd247
Local MCP server for the Jedox OLAP platform enabling LLM clients to interact w…
38285
adocal
Return any inbound message duplicated to enhance message processing workflows. …
N/A N/A 95
38286
perryraskin
MCP server for Apple event liveblog updates from Engadget, MacRumors, iClarifie…
38287
micah-nettey
Inspect and manage Verlon AI gates, logs, recommendations, and experiments from…
N/A N/A 83
38288
futuresearch
Give your AI a research team. Forecast, score, classify, or research every row …
N/A N/A
38289
BassicalyAdev
MCP-Claude Claim
Enables chatting with AI directly in Roblox Studio to read, write, and modify s…
N/A N/A
38290
vinmh
swiss-knife Claim
Provides MCP tools for common developer operations like file outlining, git com…
N/A N/A
38291
dgutierrez1
An MCP server that runs concurrent, session-isolated Playwright browser context…
38292
runotwo
MCP server for Mattermost with 19 tools to manage channels, messages, search, d…
N/A N/A
38293
floriscornel
todo-mcp Claim
A simple, powerful Todo list manager for Claude Desktop and other MCP-compatibl…
N/A N/A
38294
pipeworx-io
Wraps the API Ninjas multi-endpoint data API, enabling AI agents to access a wi…
38295
HUGO-Domon
Enables AI assistants to securely connect with SAP ABAP and BTP services, allow…
38296
olaoluwagureje1
Enables chatting with PostgreSQL databases via MCP tools, with GitHub OAuth aut…
N/A N/A
38297
Baneado98
rug-check Claim
On-chain rug-pull & honeypot risk screen for ERC-20 tokens, providing a SAFE / …
38298
dealhub-admin Claim 1
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
N/A N/A 81
38299
Xevos117
mcp-zotero Claim
A Model Context Protocol server for Zotero integration that gives any LLM full …
N/A N/A
38300
DataMini
Enables interaction with AskTable's data analytics platform through MCP protoco…
81
Showing 38251–38300 of 64698 servers
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