MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37201
ummtushar
researchSync Claim
Enables retrieval of arXiv paper metadata and storage in a Notion database, all…
37202
OkraGrey
Stores and retrieves project context using OpenAI vector stores, enabling AI ed…
37203
MarcoPorcellato
local-first background AI daemon for Logseq OG. Turns your notes into an agenti…
N/A N/A
37204
cannavis
Enables full-text search of macOS iMessages including link preview metadata. Wo…
N/A N/A
37205
SoftInstigate
restheart Claim
The Agent-Ready Backend for MongoDB.
N/A N/A
37206
shrimpwtf
MCP server for Akiflow task management with Meeting Assistant support. Enables …
37207
blitzdotdev
iPhone MCP Claim
Enables AI agents to control real iPhones and simulators on macOS, allowing for…
N/A N/A
37208
xmruuu
Enables AI assistants to search, read, and manage Zotero references locally wit…
N/A N/A
37209
derek2000139
ExcelForge Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
N/A N/A 95
37210
bauneAustin
aseprite_mcp Claim
Enables AI sprite generation and semantic tools for Aseprite, allowing LLMs to …
N/A N/A
37211
anthony-maio
pulldown Claim
MCP server for retrieving web pages as clean Markdown, with configurable detail…
N/A N/A
37212
dcaicedo
mimoe-agent Claim
MCP server for the mimOE AI Agent, enabling on-device tools like device discove…
N/A N/A
37213
miranda-ale
MCP server for integrating with the RHiD (ControlID) API, providing time tracki…
37214
mulyg
An MCP server that gives Claude (and any MCP-compatible agent) full access to G…
N/A N/A
37215
ricardodeazambuja
A universal browser automation MCP server using Playwright, enabling programmat…
N/A N/A
37216
troshenkov
An MCP server that provides senior-level code review, quality checks, security …
N/A N/A
37217
MiloLug
Enables LLM-driven text game state management by exposing MCP tools for managin…
37218
FreeVectorIcons
fvi-mcp Claim
MCP server for FreeVectorIcons design collections, enabling agents to search an…
37219
jiwon-5570
A pet care MCP server that helps record and analyze daily care, diet, and sympt…
37220
EterUltimate
astrbot-mcp Claim
Provides tools for AstrBot plugin development including documentation access an…
N/A N/A
37221
RaspizDIYs
A local MCP server that enables full-text and semantic search over your own Tel…
N/A N/A
37222
Divyanshu-hash
GitPilot MCP Claim
An autonomous agent that automates GitHub contributions end-to-end, from issue …
N/A N/A
37223
ClewCode
MCP CoCo Claim
Bridges OpenClaw and Hermes Agent to enable messaging, multi-turn conversations…
N/A N/A
37224
gladiaio
mcp-gladia Claim
Enables LLMs to transcribe, analyze, and translate audio/video content through …
N/A N/A 95
37225
wyre-technology
rootly-mcp Claim
MCP server for the Rootly incident management platform — alerts, incidents, on-…
37226
seanshin0214
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
N/A N/A 95
37227
craig0100
syncro-mcp Claim
MCP server for Syncro MSP that enables managing customers, tickets, assets, con…
37228
vibecheckai
AI Code Firewall — MCP Server for hallucination prevention in AI development
N/A N/A 95
37229
microsoft
test_mcp Claim
N/A N/A 95
37230
akiraKido
Enables checking build status, starting/canceling builds, and managing Unity Cl…
N/A N/A
37231
gkrauchunas-arlo
MCP server for Atlassian Confluence integration with Claude Code, enabling sear…
N/A N/A
37232
shawlzs
screen-mcp Claim 1
An MCP server that enables AI agents like Claude to capture screen screenshots …
N/A N/A 95
37233
cotton357
Maya MCP Claim
Enables AI assistants like Claude Desktop to control Autodesk Maya via natural …
N/A N/A
37234
konbakuyomu
Enables AI tools to perform full-featured embedded microcontroller debugging vi…
N/A N/A
37235
jeanlopezxyz
Enables querying the CNCF landscape to search for projects, get detailed inform…
N/A N/A
37236
screensavers-club
Enables Claude to interact with Basecamp API for project and to-do management v…
N/A N/A
37237
iflow-mcp
This MCP server enables querying Azure resource pricing programmatically throug…
37238
ragalgo
ragalgo-v3 Claim
N/A N/A 95
37239
EmilyThaHuman
Integrates Zillow real estate data with AI assistants, enabling property search…
37240
devon-clarkk
canary-mcp Claim
A visual canary that detects context rot and silent model degradation in long a…
N/A N/A
37241
lxkang00
Enables remote control of Siglent SDG series function/arbitrary waveform genera…
37242
rico007
Transforms AI assistants into data analysts by enabling CSV and Google Sheets i…
37243
wongo
Wraps MiniMax AI as an autonomous code executor for Claude Code, offloading cod…
N/A N/A
37244
aiplatforms-ru
ssh-chat-mcp Claim
Zero-config SSH/SFTP MCP server that lets an LLM client open temporary SSH/SFTP…
N/A N/A
37245
cbreland-DLR
FS_MCP_thin Claim
A read-only MCP server that connects AI assistants to Freshservice Service Desk…
37246
potatouniverse
Enables AI to analyze, query, and manage a graph-based representation of softwa…
N/A N/A
37247
nimbusapi
Real-time and historical exchange rates for 160 fiat, crypto, and precious meta…
81
37248
koshimazaki
UE Audio MCP Claim
Enables AI-powered game audio creation for Unreal Engine 5.7, integrating Wwise…
N/A N/A
37249
cbuntingde
enhx-memory Claim
A persistent, project-scoped memory layer for AI coding agents, providing 39 to…
N/A N/A
37250
Ameya-Deshmukh26
Enables querying of U.S. congressional stock trade data, including price histor…
N/A N/A
Showing 37201–37250 of 66549 servers
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