MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47451
slb-cn
MCP server for CyberQuant data sharing platform that enables AI assistants to d…
N/A N/A
47452
odbgrowth
SOMA MCP Claim
A private, self-hosted MCP server that wraps a retrieval pipeline over your own…
47453
shanevcantwell
llauncher Claim
Manages llama.cpp llama-server instances with tools for lifecycle management, c…
N/A N/A
47454
cardmagic
Enables fuzzy searching and browsing of Slack messages, users, and channels via…
47455
Avinava
sf-docs-mcp Claim
Enables LLM agents to search, read, and query Salesforce documentation across 1…
N/A N/A
47456
biggling
Cost basis tracking, capital gains calculation, and 1099-DA reconciliation for …
81
47457
insomnia-me
Apeiron Claim
Unlimited web access MCP server for AI agents, enabling search, fetch, and lear…
N/A N/A
47458
mdornich
Enables comprehensive Google Drive integration through MCP, supporting file man…
81
47459
sebastiancoombs
Pay-per-call MCP server for checking MEV exposure, sandwich attacks, and pool M…
47460
jhzhu89
Enables web search via Azure OpenAI Responses API with the web_search_preview t…
47461
BenDaSpur
openrct2-mcp Claim
Bridges a running OpenRCT2 game to AI agents, enabling them to read park state,…
N/A N/A
47462
LittlePeter52012
Connect AI agents to your Todoist tasks via the Model Context Protocol (MCP).
47463
dwhite-sys
SimpleMCP Claim
A lightweight MCP server that auto-discovers tool kits, enabling tools like SQL…
47464
Agustinfacu01
An MCP server that enables Claude to interact with Google NotebookLM via browse…
N/A N/A
47465
tjameswilliams
An OpenAI-compatible text-to-speech API server that enables voice cloning, long…
N/A N/A
47466
campfirein
A read-only MCP server for Umami analytics, enabling natural language queries o…
47467
AIT-Complex-Dynamical-Systems
pypddlengine Claim
Enables AI agents to interactively explore PDDL planning problems by exposing a…
N/A N/A
47468
FornixII
Enables digital forensics investigation by exposing SANS SIFT tools (The Sleuth…
N/A N/A
47469
tonypepperwidow123-blip
Enables AI to manage WordPress sites with 190+ tools for complete control over …
47470
MissionSquad
Provides access to the GDELT DOC 2.0 API for searching global news articles and…
47471
TolkYo
Generates complete, production-ready REST, GraphQL, and microservice APIs with …
N/A N/A
47472
caentzminger
Query and analyze your Weights & Biases data using natural language through the…
N/A N/A
47473
ParadoxInfinite
oriel Claim
Safety-gated AI control of Docker and Colima: containers, images, volumes, netw…
N/A N/A
47474
solomonneas
mitre-mcp Claim
Comprehensive MITRE ATT\&CK MCP server with SOC integration for technique looku…
47475
brian-bfz
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
81
47476
hyperwhisper-app
Enables Cursor, Claude, and other MCP agents to interact with the HyperWhisper …
N/A N/A
47477
offscriptpontus
Enables AI-powered slide deck creation using natural language, allowing users t…
N/A N/A
47478
mohocp
mcp Claim
Deploy files, sites, and Dockerfile apps to live URLs + private drives for agen…
47479
Followmyself
Enables AI assistants to control FEFLOW 7.5 groundwater simulation software thr…
N/A N/A
47480
mynghn
A read-only MCP server that enables AI assistants to access Slack workspace dat…
47481
solentlabs
ai-journal Claim
A local MCP server for journaling, organizing, and recalling your work. It capt…
N/A N/A
47482
ahmedekramalsada
Enables AI agents to interact with LinkedIn for posting, commenting, liking, an…
47483
0xfreak0
sui-mcp Claim
Read-only MCP server for Sui blockchain analytics with 44 tools covering wallet…
47484
debabsah
A read-only MCP server for exploring on-premises, multi-instance Microsoft SQL …
N/A N/A
47485
hufirst
onsense Claim
Gives PC AI agents real-world senses by connecting to an Android phone's camera…
N/A N/A
47486
ahmedadan
A read-only MCP server for Linux and macOS system administration, diagnostics, …
47487
SylphxAI
Provides a universal read path for agents to extract facts, metadata, and prove…
47488
whazeted
Enables translation of i18n messages in Paraglide JS projects by serving small …
N/A N/A 95
47489 81
47490
multiagentcognition
Enables orchestration of multiple AI coding agents (Claude Code, Gemini CLI, et…
N/A N/A
47491
aparsoft
Provides text-to-speech generation using the Kokoro-82M model, enabling AI assi…
N/A N/A
47492
jianlins
An MCP server that provides full-text search over documentation using Whoosh, e…
N/A N/A
47493
Movm
Provides live, source-linked transparency data on German MPs, including roll-ca…
47494
TheManchineel
Enables an agent to run shell commands through a JupyterLab/JupyterHub-hosted t…
47495
ferasbbm
A Model Context Protocol server for the Sportmonks Football API v3, providing o…
47496
gomission
Mission MCP Claim
Trust Graduation gate for AI agents: visible approval ceremonies and receipt-ba…
47497
Aiskillhub
summon-mcp Claim
Self-evolving knowledge graph for AI agents — persistent memory that gets smart…
47498
CSOAI-ORG
hipaa-compliance-mcp MCP server by MEOK AI Labs
N/A N/A
47499
dgallitelli
Enables AI assistants to manage Amazon SageMaker AI resources including endpoin…
47500
BrainDAO
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
Showing 47451–47500 of 66518 servers
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