MCP Server Quality Scores

Independent quality analysis of 43536 public MCP servers

43536
Discovered
29466
Scored
2111
Verified
16952
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36751 N/A N/A 95
36752
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
N/A N/A 81
36753
muhammedehab35
PilotOps MCP Claim
Enables AI-driven incident response by connecting Claude to monitoring tools li…
N/A N/A
36754
Melusi-M
fixmypdf Claim
Privacy-first PDF tools over MCP: merge, split, rotate, delete, compress, prote…
36755
NicolasPrimeau
Artel Claim
Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it;…
36756
mifactory-bot
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use.
N/A N/A 63
36757
samihalawa
Enable seamless interaction with the Wuolah platform to post educational conten…
N/A N/A 95
36758
axel-belfort
Lorem Ipsum placeholder text generator API for AI agents. Generate paragraphs, …
81
36759
Sean-Bravo
taxformatter Claim
Parse crypto CSVs and bank PDFs into clean transaction data for Koinly, TurboTa…
N/A N/A
36760
lang-ai
A Model Context Protocol server that analyzes customer cancellation survey data…
81
36761
ninjaone Claim 2
MCP server for NinjaONE RMM with device management, monitoring, and automation
N/A N/A 81
36762
Asaduzzamanhimel
Mockloop MCP Claim
An Intelligent Model Context Protocol server that generates mock servers from O…
81
36763
Wildcard-Official
deepcontext Claim 1
Advanced codebase indexing and semantic search MCP server
N/A N/A 67
36764
ssmancha
Jeikin Claim
Accessibility compliance for AI coding tools. WCAG 2.2 reviews with shared evid…
36765
HamzaFayaz
MCP server that exposes a real WhatsApp account to Cursor through safe, approva…
N/A N/A
36766
studiopig
mcp-toolkit Claim
A plug-and-play MCP toolkit providing AI agents with web search (Chinese source…
N/A N/A
36767
thomasgazzoni
vsc-mcp Claim
Exposes Language Server Protocol (LSP) functionality as Model Context Protocol …
N/A N/A
36768
JuJu78
Self-hosted MCP server that exposes Google Search Console tools (list sites, qu…
N/A N/A
36769
abspace1
Manage and monitor smart home devices directly within your workspace. Retrieve …
81
36770
MihaiBuilds
Memory Vault Claim
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hoste…
N/A N/A
36771
prashantaxapta
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
N/A N/A 95
36772
sameerbattoo
Bridges AI IDEs with AWS Bedrock AgentCore Gateway using Cognito OAuth and hard…
N/A N/A
36773
rex
A comprehensive Model Context Protocol (MCP) server for Obsidian on macOS. It p…
N/A N/A
36774
pipeworx-io
mcp-ocrspace Claim
OCR.space MCP server that enables image and PDF text extraction via the OCR.spa…
N/A N/A
36775
lazymac2x
Cloudflare Workers MCP server: api-changelog-tracker
36776
hkopenai
Enables querying of Hong Kong government data on elderly community care service…
N/A N/A
36777
zhang77-X
Enables AI coding assistants to control and inspect a live Chrome browser throu…
N/A N/A
36778
mohllal
Provides semantic search over markdown documentation using RAG, allowing natura…
N/A N/A
36779
OTSkit
otskit-mcp Claim
Stamp, upgrade, and verify Bitcoin timestamps via AI agents. No API keys requir…
N/A N/A
36780
theMethodolojeeOrg
Enables peer-to-peer asynchronous conversation between Claude.ai and Claude Cod…
N/A N/A
36781
Lozzi1910
Enables AI assistants to search, browse, and publish notes on Xiaohongshu (Litt…
36782
Access Taiwan CWA weather data and forecasts for all counties and cities
N/A N/A 81
36783
pipeworx-io
mcp-tomtom Claim
Enables AI agents to query TomTom Search and Routing APIs, including geocoding,…
36784
fastmcp-me
Enables reading and sending emails via IMAP and SMTP through the MCP protocol. …
36785
Curious-Layer
Enables interaction with Polymarket prediction markets through read-only access…
81
36786
hifishhe
Enables managing Docker containers and Docker Compose projects on Synology NAS …
N/A N/A
36787
phelps-matthew
Enables Claude to access and search a local Zotero library by querying metadata…
N/A N/A 95
36788
CSOAI-ORG
crm-ai-mcp Claim
crm-ai-mcp MCP server by MEOK AI Labs
N/A N/A
36789
g-digital-by-Garrigues
ead-factory Claim
EAD Factory MCP — Digital Trust services APIs for your agents
N/A N/A
36790
CSOAI-ORG
Dataprivacy Ai automation via MCP. Includes classify personal data, assess lawf…
N/A N/A
36791
scope-bid
pharma Claim
Pharma vendor-services MCP. Preview. Available after legal, claims, and AEC are…
36792
asterdex
An MCP server for Aster Futures and Spot APIs, enabling AI agents to query mark…
36793
venikman
fpf-memory Claim
This MCP server provides a deterministic index of the First Principles Framewor…
36794
marcin-sucharski
Exposes Swagger/OpenAPI-defined APIs through the Model Context Protocol, making…
36795
fuyouai
通过IMAP和SMTP协议实现邮箱读写操作,支持腾讯企业邮箱,可收发邮件、管理文件夹和搜索邮件。
N/A N/A
36796
CSOAI-ORG
MCP server for ai self audit. Features self audit, audit conversation, get cert…
N/A N/A
36797
gronnmann
fiken-mcp Claim
Enables AI assistants to manage invoices, contacts, purchases, journal entries,…
N/A N/A
36798
exycfs
MCP Toolkit Claim
A collection of production-ready MCP servers for PostgreSQL, SQLite, Redis, Fil…
N/A N/A
36799
elf004-star
Automatically generates borehole structure diagrams from well data, supporting …
N/A N/A
36800
CSOAI-ORG
Drone Airspace Governance tools for AI agents. Capabilities: classify operation…
N/A N/A
Showing 36751–36800 of 43536 servers
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