MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53851
Pratiikpy
Enables external agents to vet trades via a signed safety firewall, retrieve li…
53852
OSU-NLP-Group
ChemMCP Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
53853
naranmunkh
ubcab-bo-mcp Claim
MCP server for UBCab Backoffice API enabling driver search, detail/rating retri…
53854
ericknavarro
An MCP server to manage and organize a Calibre ebook library, enabling metadata…
53855
ophydami
MCP server that allows you to connect to Google Docs through Claude, enabling l…
53856 N/A N/A 95
53857
Seo-yul
MCP server for finding nearby public toilets in Seoul, with real-time open stat…
53858
david-choi-querypie
Say Hello Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
N/A N/A 95
53859
LucasRocha179
Enables AI assistants to search, read, and traverse Markdown note vaults (Obsid…
53860
themeknock
Pay-per-call structured data for autonomous AI agents. x402-metered, MCP-native.
53861
Declade
Pseudonymizes PII before your LLM and returns a cryptographically signed receip…
N/A N/A
53862
alexandrebouchez
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
53863
eweley95
Enables AI assistants to perform IP geolocation, proxy detection, and domain WH…
53864
Jenish3601
A Model Context Protocol server for web automation that enables browser control…
53865
pratham9467
An MCP server for converting images to AVIF and WebP formats using ImageMagick,…
N/A N/A
53866
Nizoka
Enterprise-grade PDF engine for AI agents. Pure TypeScript, zero-dependency, an…
53867
Casys-AI
mcp-erpnext Claim
MCP server for ERPNext / Frappe ERP — 120 tools across 14 categories with 7 int…
N/A N/A
53868
Dakera-AI
dakera-mcp Claim
Decay-weighted vector memory for AI agents — 83 MCP tools: store, recall, searc…
N/A N/A
53869
stackql
stackql Claim
Open source SQL-native query and provisioning engine for cloud and SaaS infrast…
53870
shahhoseini
masnavi Claim
Rumi's complete Masnavi (25,635 beyts) — search, quote, verify and explain. Fre…
53871
AjvoGod
powerbi-mcp Claim
MCP server for Power BI — local PBIX file analysis, cloud API operations, repor…
53872
PRUVALEX-Systems
Enables Claude Code to query codebase knowledge graphs directly, reducing token…
N/A N/A
53873
wyre-technology
rootly-mcp Claim
MCP server for the Rootly incident management platform — alerts, incidents, on-…
53874
bnm12
Connects the 1001 Albums Generator dataset to AI assistants, enabling natural l…
53875
Cubenest
peek Claim
Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding ag…
N/A N/A
53876
jjeansilva
hashsign Claim
N/A N/A 95
53877
blitzdotdev
iPhone MCP Claim
Enables AI agents to control real iPhones and simulators on macOS, allowing for…
N/A N/A
53878
wyre-technology
avanan-mcp Claim
MCP server for Checkpoint Harmony Email & Collaboration (Avanan). Enables AI as…
53879
CalebChristiansen
Memoreei Claim
An open-source MCP server that gives AI assistants a searchable memory of your …
53880
dylan-gluck
Creates a local database of indexed technical documentation from web crawls and…
N/A N/A
53881
microsoft
Azure DevOps (ADO) Claim
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to…
53882
mehdi6132
Canvas MCP Claim
Enables Claude to interact with Canvas LMS, allowing natural language queries a…
53883
ahmedselimmansor-ctrl
Enables AI agents to manage Facebook profiles, pages, posts, and engagement via…
53884
xiaobenyang-com
mbit-test Claim
N/A N/A 95
53885
UnifiedOffer
AI-powered e-commerce product search, affiliate links, and price negotiation
N/A N/A 95
53886
openclaw
Peekaboo Claim
A macOS automation tool that provides high-fidelity screen capture, AI analysis…
N/A N/A
53887
karatechopping
Connects Claude AI to GoHighLevel CRM, enabling comprehensive automation across…
N/A N/A 95
53888
GC108
Model Context Protocol server for Steam Launch Forecaster, exposing calibrated …
53889
NinadRao0707
Charon Claim
Self-hostable control plane for managing the full lifecycle of non-human identi…
53890
pipeworx-io
AI Incident Database (AIID) MCP
53891
BlackStar1979
TinyPyMCP Claim
A sandboxed MCP server for agents that provides file read/edit, code intelligen…
53892
xiaowangzhixiao
Enables to operate a WeChat Official Account via MCP tools, including searching…
53893
notifly-tech
Enables AI agents to search Notifly documentation and SDK code examples for sea…
53894
gptForYou
FinData Claim
MCP server providing professional financial data access for LLMs through provid…
53895
bjmashele
Enables competitive analysis by validating companies, identifying sectors and t…
53896
MukundaKatta
dns-mcp Claim
Resolves DNS records (A, AAAA, MX, etc.) for a given hostname using Node's buil…
53897
forgemeshlabs
travel-mcp Claim
Public travel search workflow MCP server for airport lookup, route comparison, …
53898
Mart1M
Enables AI assistants to access and retrieve Penpot boards and design tokens.
53899
hareramray
simple-mcp Claim
A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
53900
tripesinn
Provides real-time astrological transit calculations and synthetic evolutionary…
Showing 53851–53900 of 54421 servers