MCP Server Quality Scores

Independent quality analysis of 64210 public MCP servers

64210
Discovered
30393
Scored
2112
Verified
16953
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60451
loggy-dev
MCP server for Loggy that enables AI coding assistants to manage heartbeats, st…
N/A N/A
60452
aaronmontilla
An MCP server that exposes the 3GPP M1 interface as AI-callable tools, enabling…
60453
cachly-dev
mcp-server Claim
AI dev brain: persistent memory, lessons, semantic search for Claude, Cursor, C…
N/A N/A 95
60454
guifreballester-seranking
Enables querying the SE Ranking API for SEO data and analytics using natural la…
N/A N/A
60455
cpjet64
WebAI-MCP Claim
WebAI-MCP is a comprehensive browser automation and monitoring solution that en…
N/A N/A
60456
arithmetic-zz
MCP server for the Bring! shopping list API, enabling management of shopping li…
60457
vinirz
MCP server that exposes a TODO list API to AI assistants, enabling natural lang…
N/A N/A
60458
outlast85
the-teacher Claim
Enables structured learning with a verified loop: define goals as observable cl…
N/A N/A
60459
badchars
Security scanning for MCP servers from the inside out. Provides runtime inspect…
N/A N/A
60460
anurag-dhamala
Fetches up-to-date news articles from newsdata.io, supporting queries by countr…
60461
seayniclabs
Keel Claim
Keel is a network diagnostics MCP server that provides 14 tools for tasks like …
N/A N/A
60462
mematcha
pdf-context Claim
A local-first MCP server that ingests PDFs, extracts structure, and provides se…
N/A N/A
60463
SyedDaiam9101
Provides isolated sandbox environments for AI agents to execute code securely, …
60464
isaacwars
ARCO MCP Claim
Server for redacting, validating, and auditing ARCO rights requests under Mexic…
N/A N/A
60465
deepdik
Basic MCP server demonstrating tools for arithmetic operations (add, subtract) …
60466
HefnySco
Implements the Tree of Thoughts framework for structured reasoning and decision…
N/A N/A
60467
multi
mcp-server Claim
N/A N/A 95
60468
ampcome-mcps
A simple MCP server for Momento Cache enabling get, set, list, create, and dele…
60469
Rakeen70210
Enables AI coding tools to call Grok and Antigravity CLIs as peer reviewers for…
N/A N/A
60470
btyy6svgy6-netizen
Enables Claude to send emails via the Resend API using the send_email tool.
60471
CSOAI-ORG
sentiment-analysis-ai-mcp MCP server by MEOK AI Labs
N/A N/A
60472
don-aie-cohort8
Enables read-only querying of LangSmith traces including runs, children, and UR…
60473
global-mysterysnailrevolution
Enables controlling linear rails via natural language commands through Claude A…
60474
lazylagom
A system for defining, composing, and managing task-specific contexts for AI-po…
N/A N/A
60475
Humotica
MCP server for Phantom Resume that enables cross-device AI session portability …
60476
Enigma-Memory
Offers MCP tools for managing a local AI memory vault, including remembering, s…
N/A N/A
60477 N/A N/A 95
60478
Martin-Njeri-Clinica-Elgeadi
may-day Claim
N/A N/A 95
60479
6551Team
Enables AI assistants to fetch news categories and hot news/tweets across vario…
60480
McpCrypto
A backend service that executes transactions across multiple blockchains, enabl…
81
60481
lucas-denzer
n8n-mcp Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
60482
ShinYeol-Lee
Provides a human-in-the-loop security layer for AI agents by intercepting file …
N/A N/A
60483
tanwithme
Enables MCP-enabled LLMs to create, backtest, and trade automated investing str…
60484
XxYouDeaDPunKxX
This MCP server gives ChatGPT controlled access to your Windows PC, enabling it…
N/A N/A
60485
anthonysnyder
A local MCP server that lets Claude answer plain-language questions about your …
N/A N/A
60486
delty-inc
Enable AI assistants to perform real-time web searches, academic paper searches…
N/A N/A 95
60487
vishalvijay
Enables fetching upcoming events for London Desperados CC from Spond via a sing…
60488
NekoTarou
MCP server for KingBase (PostgreSQL-compatible) databases, enabling AI assistan…
N/A N/A
60489
amitsingh2003
Synapse Claim
Provides structural code intelligence via 26 MCP tools, enabling AI assistants …
60490
lesleslie
spline-mcp Claim
MCP server for Spline.design code generation and asset management.
60491
goldendev0830
FastAPI-MCP Claim
Exposes your FastAPI endpoints as Model Context Protocol tools with authenticat…
60492
mafaq229
pbirb-mcp Claim
An MCP server for editing Power BI Report Builder paginated reports (.rdl) thro…
N/A N/A
60493
masumi-network
Connects AI clients to decentralized agent discovery, hiring, monitoring, and p…
N/A N/A
60494
Auriti-Labs
Total Recall Claim
Persistent cross-session memory for AI coding assistants, automatically capturi…
N/A N/A
60495
masaro-media
A secure MCP server providing read-only tools to interact with Cloudflare, Cool…
60496
rocari
Enables AI assistants to manage ClickUp workspaces, teams, spaces, folders, lis…
60497
osborn1997
Enables AI assistants to interact with Instagram and Facebook accounts through …
81
60498
fastmcp-me
Enables computer control via mouse, keyboard, OCR, and screen/window management…
N/A N/A
60499
haoylle
kd-mcp Claim
Controls kd.exe for KDNET kernel debugging on Windows, often paired with winrm-…
N/A N/A
60500
mayank-nayak
Enables natural-language querying of historical NBA game data from a read-only …
N/A N/A
Showing 60451–60500 of 64210 servers