MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61551
pfarag
Enables interaction with the Mixpost social media management API through natura…
61552
yathboss
Exposes The Vibe Coder's Web Design Guide as tools for AI agents, enabling look…
N/A N/A
61553
yardobr
Bridges AI assistants with Google Sheets for reading, writing, and managing spr…
61554
Aishu2508
Multi-user Gmail MCP server that enables sending/receiving emails, managing acc…
61555
carloshpdoc
iOS leak hunting and performance investigation. Reads `.memgraph` (`leaks(1)`) …
N/A N/A
61556
anoop04singh
VeriSom Claim
Scores contract safety for Somnia Agents using on-chain analysis, RAG, and a Ve…
61557
baiehclaca
SERVICE Claim
A persistent 24/7 background daemon that aggregates all downstream MCP servers …
N/A N/A
61558 N/A N/A 95
61559
whereayan
Provides comprehensive access to CDISC clinical data standards (SDTM, ADaM, CDA…
61560
jjeansilva
hashsign Claim
N/A N/A 95
61561
abel-castro
blog-mcp Claim
Enables creating draft posts and listing published posts on abelcastro.dev dire…
N/A N/A
61562
Citadel-Cloud-Management
Provides tools for interacting with relational databases (PostgreSQL, MySQL, SQ…
N/A N/A
61563
CSOAI-ORG
Writing Assistant Ai tools for AI agents. Capabilities: generate headlines, sco…
N/A N/A
61564
Liamdbav
WEATHGARDS Claim
Exposes MCP tools that enable remote LLMs to query local Docker containers, OS …
N/A N/A
61565
0xksure
Concept-test your product with synthetic consumers, straight from Claude Code. …
N/A N/A
61566
MeruLocal
Discovers, identifies, and governs bots on your website with MCP tools for scan…
N/A N/A
61567
darcycui
A Python-based MCP server that predicts tomorrow's weather. It can be used remo…
N/A N/A
61568
A2ANet
A2A MCP Server Claim 1
An MCP server that enables Claude to interact with A2A-compatible agents by pro…
N/A N/A 95
61569
cuongnguyenta
Enables AI assistants to control Mac sleep settings by preventing sleep for con…
N/A N/A
61570
CUTolu2021
Airtable MCP Claim
Enables comprehensive interaction with the Airtable Web API to manage bases, ta…
81
61571
jamie442532-hash
A remote MCP server that wraps the Manus API to expose a generate_image tool, e…
61572
lumutech
An MCP server that integrates Claude Desktop with the Lumu Defender API for AI-…
61573
mvavassori
Provides a comprehensive set of mathematical functions as MCP tools, enabling l…
N/A N/A
61574
augee99
mcp-weather Claim 1
An MCP server that provides [describe what your server does]
N/A N/A 95
61575
agenticsrclab
Crypto market intelligence, evidence, watchlists, feedback, and paid x402 SKU r…
N/A N/A
61576
dvc890
Deployable remote MCP server on Cloudflare Workers without authentication, enab…
N/A N/A
61577
AlexlaGuardia
A production Model Context Protocol (MCP) server with 70+ tools, OAuth 2.1 auth…
61578
PDgit12
knitbrain Claim
Local-first MCP server that gives any AI coding agent per-project memory, workf…
61579
emaitchess
refd Claim
Read AI search visibility, competitors, citations, prompts, and answer evidence…
61580
meghavarshini-kumareshan
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
61581
LayerCall
LayerCall Claim
Score an IP, email, phone, domain or device for fraud in one call, with the sig…
61582
davidmosiah
garminmcp Claim
Privacy-first unofficial Garmin Connect MCP for AI health, sleep, activity & re…
N/A N/A
61583
pipeworx-io
Ebird Claim
eBird MCP — Cornell Lab of Ornithology citizen-science bird observations
61584
grab
TinyMCP Claim
A lightweight MCP router for FastAPI that enables adding MCP tools to FastAPI a…
61585
ghostswap1
GhostSwap Claim
GhostSwap — non-custodial crypto swaps across 1,600+ coins.
61586
AutomateLab-tech
Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, Linke…
N/A N/A
61587
Auxin-io
Create employee records to prototype HR onboarding workflows. Validate data flo…
N/A N/A 95
61588 N/A N/A 95
61589
Aleksey-Panf
MCP server that lets AI agents cross-post content to Telegram, Discord, Mastodo…
81
61590
rakeshgangwar
Enables AI assistants to interact with FreshRSS feeds via the Fever API, allowi…
61591 N/A N/A 95
61592
junter1989k-ai
Bangladesh payments for AI agents — bKash / Nagad via SSLCommerz. Never holds f…
61593
fawaikuangtuzhangfei
MCP server for managing personal items with expiration dates, enabling AI agent…
N/A N/A
61594
iflow-mcp
Enables first-principles calculations (SCF, structure optimization, molecular d…
N/A N/A
61595
studiomeyer-io
mcp-crew Claim
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows. Zero API cost.
N/A N/A 95
61596
afreakk
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
N/A N/A
61597
manusa
powerful Kubernetes MCP server with additional support for OpenShift. Besides p…
N/A N/A 95
61598
sham-devs
mcp-md-pdf Claim
Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…
N/A N/A
61599
stestojadinovic
A production-grade MCP server demonstrating the wrapping pattern for AI-augment…
N/A N/A
61600
srotzin
Pre-attestation gate for AI inference that checks compliance conditions and iss…
Showing 61551–61600 of 66455 servers