MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44651
M1mino
TON Data MCP Server — real-time blockchain data for AI agents. Provides wallet …
44652
yordansolis
mcp-server Claim
Custom MCP server that extends ChatGPT's knowledge with local and WordPress dat…
44653
cashcon57
Recall Claim
A self-hosted MCP memory server with hybrid semantic and keyword search, provid…
44654
MIMI180306
Gives Claude Code long-term memory that persists across sessions via hybrid BM2…
N/A N/A
44655
VirixLabs
HumanBrowser Claim
Cloud Chromium for AI agents — stealth, residential proxies, captcha solving, A…
44656
randa-mu
Enables AI applications to fetch verifiable randomness from the drand network, …
44657
coderfe
A serverless MCP implementation on Cloudflare Workers that doesn't require auth…
N/A N/A 95
44658
rodkinal
Enables MCP-compatible applications to execute CrowdStrike NGSIEM security even…
N/A N/A
44659
Auxin-io
A simple boilerplate MCP server that provides a basic greeting tool for demonst…
81
44660
CSOAI-ORG
regex-ai-mcp Claim
regex-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44661
1021143806
Enables interaction with NapCat QQ bot APIs for group management, messaging, an…
44662 N/A N/A 95
44663
ryo-manba
Enables AI models to run Stylelint on CSS files and fix linting warnings direct…
N/A N/A
44664
inksnowhailong
Proxies MCP requests from Cursor IDE to a custom HTTP server, enabling custom t…
N/A N/A
44665
Rocketech-Software-Development
formacv Claim
FormaCV MCP server for AI-powered CV formatting, anonymization, tailoring, and …
N/A N/A
44666
queflyhq
memex Claim
Centralized agentic memory and MCP gateway for LLMs, enabling persistent memory…
N/A N/A
44667
abhishek-Kumawa
Enables AI agents to manage Salesforce leads and permission sets via the MCP pr…
44668
travissavard
docs-mcp Claim
N/A N/A 95
44669
blievens89
Enables comprehensive Google Ads campaign management and analytics through the …
81
44670
ma-serra
MCP server for integrating with the Brazilian PJE judicial system via MNI and B…
N/A N/A
44671
yubinkim444
Three MCP tools for ad-free Markdown web scraping and search. `fetch_page` (URL…
44672
govindkavaturi
Dock Claim
The AI workspace for you, your team, and every agent you run. Dock is a shared…
N/A N/A 95
44673
shanggqm
A collection of MCP servers providing medical calculation tools (eGFR, pregnanc…
N/A N/A
44674
szimmer24-kx1h
154 governed tools: healthcare, finance, real estate, C-suite. Ed25519-signed. …
N/A N/A
44675
ai-research
Airesearch Claim
N/A N/A
44676
fastmcp-me
An MCP server that enables AI assistants to interact with Tenzir, a data pipeli…
N/A N/A
44677
PritamPatil2603
Enables AI assistants to extract and structure content from documents (PDFs, im…
N/A N/A
44678
asd-git-master
MCP-compatible server that gives AI agents access to alternative sports data ac…
44679
Uncommontayo
A high-performance MCP server that enables AI assistants to interact with Gmail…
N/A N/A
44680
fozagtx
tonmcp Claim
N/A N/A 95
44681 81
44682
KalchevS
Enables AI assistants to search tickets, manage tags, create tickets, inspect a…
44683
wadew
npm-mcp Claim
Enables AI assistants to manage Nginx Proxy Manager instances through natural l…
44684
cloudflare-mcp-apps
A skeleton template for building MCP servers with SEP-1865 interactive widget s…
81
44685
Livshitz
mcp-github Claim
MCP server for the GitHub REST API that enables interaction with repositories, …
44686
DownAtTheBottomOfTheMoleHole
A Model Context Protocol (MCP) server for producing better Terraform through CL…
N/A N/A
44687
kiyoung8
Provides comprehensive M/M/1 queuing system simulation capabilities including t…
N/A N/A 95
44688
blockehh
Expose Twilio's APIs to AI assistants and tools supporting the Model Context Pr…
N/A N/A 95
44689
tsurutan
Enables AI assistants to access and manage accounting data through the freee ac…
81
44690
racy
r324 Claim
N/A N/A 95
44691
gvc2000
Enables interaction with the Brazilian Chamber of Deputies Open Data API, provi…
81
44692
0motionguy
An MCP server that exposes your local Claude Code CLI over HTTP+SSE, enabling a…
44693
jeffmetricas
Enables WhatsApp automation through MCP protocol, allowing users to manage sess…
N/A N/A 95
44694
ksmin23
Provides Vertex AI Search for Commerce product search as a tool, enabling AI ag…
44695
rios0rios0
Enables creation, editing, listing, and management of Home Assistant automation…
81
44696
shmaxi
Enables manipulation of Excel files including creating, reading, writing data, …
44697
World-999-Labs
proof-layer Claim
Signed, hash-chained provenance receipts for AI agent actions.
N/A N/A
44698
yuhuangou
Wordware MCP Claim
A Master Control Program server that allows developers to run Wordware AI flows…
N/A N/A 95
44699
yar3333
A lightweight MCP server that bridges AI agents with a local ComfyUI instance t…
N/A N/A
44700
econ-watch
Enables AI assistants to interact with the Vercel REST API to manage projects, …
81
Showing 44651–44700 of 45235 servers
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