MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30690
Scored
2112
Verified
16953
Complete

Last updated 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34901
mal0ware
Orpheus Claim
An AI agent that analyzes and transforms music projects in REAPER, explaining w…
N/A N/A
34902
Jolymmiles
fusion-mcp Claim
Local Fusion MCP: panel->judge->synthesis on the Claude CLI subscription, no Op…
N/A N/A
34903
admin-d6wq
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
81
34904
phasespace-labs
Palinode Claim
Git-versioned markdown memory for AI agents: save, search, compact, lint, and a…
N/A N/A
34905
Baneado98
web-doctor Claim
Enables live website health checks including TLS, HTTPS, and security headers, …
34906
vitalypanait
MCP server for integrating self-hosted Sentry with AI assistants, enabling proj…
34907
GitJuhb
ghostty-mcp Claim
MCP server for controlling Ghostty terminal emulator, enabling configuration ma…
N/A N/A
34908
attainmentlabs
Enables users to create, manage, and monitor Meta (Facebook/Instagram) ad campa…
34909
bawbel
Scan MCP servers and skill files for AVE vulnerabilities. Conformance scoring a…
N/A N/A 95
34910
bergside
TypeUI Claim
Design systems, UI prompts, and layout variations for AI coding tools.
34911
Mormolykos
A local Windows desktop app and MCP server that allows AI assistants to read, s…
N/A N/A
34912
oakplank
RevitMCP Claim
A pyRevit extension and Python server that enables AI clients to interact with …
N/A N/A
34913
RomainLaffitau
French real estate data platform for AI agents. Identifies property owners like…
34914
SahilSheikh12299
MCP server that enables intent search over Python call graphs inside Cursor, re…
N/A N/A
34915
Sbharadwaj05
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
34916
petalframework
MCP server that exposes petal_components schemas and usage examples to AI codin…
34917
0xCJT
A local-first personal AI agent infrastructure that extends Claude Desktop with…
N/A N/A
34918
liam798
testclaw-mcp Claim
Provides a remote HTTP MCP layer for TestClaw, enabling MCP clients to interact…
34919
Shuin-Labs
Runtime proxy that intercepts and blocks MCP tool calls based on YAML-defined p…
N/A N/A
34920
hwalde
An MCP server for generating and editing images using Google Gemini Imagen via …
N/A N/A
34921
shionhonda
mcp-gsheet Claim
MCP server for interacting with Google Sheets, providing tools to list sheets, …
34922
dimple2626
Enables Claude to query Microsoft Clarity analytics remotely via HTTP, with bea…
34923
KodimTech
MCP server for managing and analyzing Cloudflare DNS — zones, records, analytic…
34924
agimenez-dev
Enables searching and reading Thunderbird emails locally through MCP, using the…
N/A N/A
34925
mesalles
Enables querying academic data such as subjects, degrees, locations, and schedu…
34926
huebnermarketing
MCP server for the Keka HRM API, enabling HR operations like employee managemen…
N/A N/A
34927
converged-computing
flux-mcp Claim
Provides agentic MCP tools for the Flux Framework, enabling job submission, man…
N/A N/A
34928
eltociear
EVM contract/token risk check + ERC20 approval (proxy, EIP-7702, unlimited-allo…
N/A N/A
34929
mpgharris
docker-mcp Claim
Wraps the Docker Engine API as MCP tools for container and image management. Re…
34930
mgreen27
A proof-of-concept MCP bridge that exposes Velociraptor's forensic triage tools…
N/A N/A
34931
dcol3
Live Excel MCP server for macOS that interacts with running Excel instances in …
N/A N/A
34932
dgallitelli
Enables AI assistants to manage Amazon SageMaker AI resources including endpoin…
34933
Kennie12345
joshua421 Claim
Enables users to reflect on their day with an LLM and write structured notes in…
N/A N/A
34934
smq9sn5jck-coder
Deterministic AI liability attribution engine. Scores fault across AI supply-ch…
34935
Shared AI + user PowerShell session on Windows - execute commands, run scripts,…
N/A N/A 81
34936
jclement
Multi-user wrapper around Microsoft's Azure DevOps MCP server, enabling AI agen…
34937
ebenova
insights Claim
N/A N/A 95
34938
cyxg66au
Enables eBay sellers to manage inventory, view orders, handle messages, and bro…
34939
geoffsdesk
memanto-mcp Claim
Typed semantic memory for Claude. Memory with opinions, designed for regulated …
34940
flowing-abyss
MCP server that indexes Obsidian notes and enables hybrid search (full-text, fu…
N/A N/A
34941
soizo
Provides a web_search MCP tool for cc-switch, backed by a self-hosted SearXNG i…
N/A N/A
34942
BrunoPessoa22
Chiliz MCP Claim
Advanced MCP server for the Chiliz blockchain ecosystem, providing tools for fa…
N/A N/A
34943
adarshj322
A Vedic astrology MCP server providing tools for natal charts, transits, compat…
N/A N/A
34944
erbiantoo
A production-oriented, read-only MCP server for secure ELK stack analysis, comp…
81
34945
zzallirog
Inspectable memory substrate for Claude Code. Three read-only MCP tools (search…
N/A N/A
34946
MCP-Mirror
Connects Claude to Anki flashcard software via AnkiConnect, enabling users to r…
N/A N/A 95
34947
selfagency
Enables AI agents to interact with TeamDynamix ITSM operations including ticket…
34948
farsght
Enables AI agents to interact with Slack using a user token, providing full acc…
34949
blackboxfoundry
livedatalink Claim
182 real-time data tools across 36 domains: sanctions, SEC, courts, finance, cy…
34950
Andrew-Nolan-owl
An unofficial MCP server that exposes public FedRAMP 20x documentation as deter…
Showing 34901–34950 of 64698 servers
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