MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38151
mostafa-ghaith
Enables semantic search across multiple AI library documentations to keep codin…
38152
latent-defense
Connects Claude Code to a Latent Defense deployment to map GitHub repositories …
38153
abdullahMASHUK
Enables AI agents to perform file operations and sharing management on NextClou…
38154
fieldcure
essentials Claim
Essential MCP server: HTTP, web search, downloads, Wolfram|Alpha, shell, JS, fi…
N/A N/A
38155
NTinfinitumnihil
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
38156
asksurf-ai
Enables access to 86 crypto data endpoints from the Surf API, including market …
N/A N/A
38157
clalarco
An MCP server that provides tools to interact with CLI applications, enabling p…
N/A N/A
38158
BUZDOLAPCI
dns-intel Claim
Enables domain intelligence lookups including RDAP registration data, DNS recor…
N/A N/A 95
38159
flowluap
Enables image generation, editing, and description using Ideogram AI's models t…
38160
GrizzlySMS-Git
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, r…
38161
aicommander
AI Commander Claim
AI Commander is a remote shell for AI agents. It lets an MCP client (Claude, Co…
81
38162
juan-sibbo
A governed, read-only MCP server for ad inventory discovery from Google Ad Mana…
38163
mamayevets
mobila Claim
Enables AI clients to control an Android emulator via MCP, allowing tasks like …
38164
Knuckles-Team
vector-mcp Claim
A production-grade MCP server for integrating RAG into AI agents, supporting mu…
38165
crisng95
FBEM Claim
An MCP server that enables AI agents to post Reels and Photos to Facebook by ca…
N/A N/A
38166
daleweaver1981
cockpit-mcp Claim
40 AI prompts + self-hosted ops dashboard for homelab and small-team sysadmins
N/A N/A
38167
shaxzodbek-uzb
agentrecall Claim
Provides persistent, searchable memory with hybrid keyword and semantic search,…
N/A N/A
38168
digimetalab
dml-bps-mcp Claim
MCP server for accessing Indonesian BPS statistics data via natural language qu…
38169
one06cm127
Enables Claude.ai to interact with the Cursor editor to read files, write code,…
N/A N/A
38170
sKuangster
A general-purpose Google Maps MCP server that provides geocoding, place search,…
38171
smochan
Multi-language code-graph MCP server with 18 tools for structural code queries …
N/A N/A
38172
gholtzap
Provides Claude Code with access to peer-reviewed medical information from Medl…
N/A N/A
38173
EYamanS
chisel Claim
Enables AI agents to construct, edit, and export 3D models using geometric prim…
N/A N/A
38174
Anakior
atlas-mind Claim
Self-hosted git-native knowledge base with an MCP endpoint your AI reads, write…
38175
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
38176
butler-kasagi
A lightweight MCP server that maps keywords to file paths instantly using a JSO…
N/A N/A
38177
AkhileshSelvan
SMC-MCP Claim
Enables AI agents to analyze price action using Smart Money Concepts (market st…
N/A N/A
38178
cerase-ai
A tasks and projects board MCP server for agents, providing create, list, and s…
38179
cesarliws
dext Claim
Dext - Modern Full Stack Framework for Delphi
N/A N/A PA
38180
gotchykid
Checks domain availability for registration using RDAP APIs, supporting .com an…
N/A N/A
38181
ripafratta
Bridges Claude Code/Cowork with Google NotebookLM for AI-powered research, sour…
N/A N/A
38182
sergiolopezgsiot
aha-mcp Claim
Enables natural language interaction with Home Assistant for managing entities,…
38183
MCP server for querying Factry Historian.
N/A N/A 61
38184
chenfukun
A lightweight MCP server for MongoDB 3.6+ providing read, write, metadata, and …
38185
sespinosafumanal
Enables querying a PostgreSQL database using natural language by retrieving con…
38186
Joel-hanson
Enables natural language interaction with Django REST Framework APIs by auto-di…
38187
emilabd247
Local MCP server for the Jedox OLAP platform enabling LLM clients to interact w…
38188
adocal
Return any inbound message duplicated to enhance message processing workflows. …
N/A N/A 95
38189
Aeronique
An MCP server that runs curated adversarial prompts against local Ollama models…
N/A N/A
38190
perryraskin
MCP server for Apple event liveblog updates from Engadget, MacRumors, iClarifie…
38191
Yukie8848-bit
A sample MCP project enabling AI to interact with external tools via WebSocket …
38192
micah-nettey
Inspect and manage Verlon AI gates, logs, recommendations, and experiments from…
N/A N/A 83
38193
jzjzzzzzzz
Enables coding agents to convert natural language engineering prompts into edit…
N/A N/A
38194
futuresearch
Give your AI a research team. Forecast, score, classify, or research every row …
N/A N/A
38195
BassicalyAdev
MCP-Claude Claim
Enables chatting with AI directly in Roblox Studio to read, write, and modify s…
N/A N/A
38196
vinmh
swiss-knife Claim
Provides MCP tools for common developer operations like file outlining, git com…
N/A N/A
38197
dgutierrez1
An MCP server that runs concurrent, session-isolated Playwright browser context…
38198
runotwo
MCP server for Mattermost with 19 tools to manage channels, messages, search, d…
N/A N/A
38199
floriscornel
todo-mcp Claim
A simple, powerful Todo list manager for Claude Desktop and other MCP-compatibl…
N/A N/A
38200
pipeworx-io
Wraps the API Ninjas multi-endpoint data API, enabling AI agents to access a wi…
Showing 38151–38200 of 64698 servers
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