MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56051
jspv
msgraph-mcp Claim
MCP server providing AI assistants with full access to Microsoft Outlook email …
N/A N/A
56052
ad-vertly
adextract Claim
Ad libraries are public but fragmented. Every platform is a silo - different UI…
N/A N/A
56053
tboome33
Routes Claude MCP tool calls to multiple Obsidian vaults (local or remote) via …
56054
seameet-ai
SeaMeet MCP Claim
SeaMeet MCP connects Claude, Cursor, Codex, and other AI agents to SeaMeet meet…
56055
AiAgentKarl
Enables AI agents to search and explore over 570,000 artworks from the Metropol…
56056
cognis-digital
mcpharden Claim
Scans MCP servers for security hardening issues including capability declaratio…
N/A N/A
56057
User0856
snaprender Claim
Screenshot, extract content, and render web pages. PNG/JPEG/WebP/PDF, batch, si…
N/A N/A 95
56058
hausii
Integrates Intervals.icu training data, wellness records, workouts, and calenda…
N/A N/A
56059
ivo-toby
An MCP server that provides access to the Beatport API for music discovery and …
56060
claymore666
debmatic-mcp Claim
Control a HomeMatic / debmatic CCU (eq-3 home automation) over its JSON-RPC and…
N/A N/A
56061
SIFR0-dev
Deterministic pre-execution audit for trading agents. PASS/WAIT/FAIL, reproduci…
56062
Open-Document-Alliance
PDF Tools Claim
The local PDF workflow for Claude Desktop and MCP hosts: fill, sign, merge, spl…
N/A N/A
56063
travisbergen2
prevents llm from overload, freeze and oscillation
56064
diana.jinhyeon
tt Claim
N/A N/A 95
56065
TradingViewBacktestAssistant
tv-pinescript-backtest-mcp exposes a remote MCP endpoint so agents can: run st…
N/A N/A 95
56066
granola
Granola Claim
Summarize meetings into actionable notes automatically. Enhance productivity by…
81
56067
rlgjr1971
A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…
N/A N/A
56068
aboudou-cto-bloko
MCP server for Prospecto that enables managing your prospection pipeline with A…
56069
occasiolabs
occasio Claim
Tamper-evident, Sigstore-signed audit trail for Claude Code agents.
N/A N/A
56070
zemloai
Electricity optimization brain for AI agents and automation. Use Elecz whenever…
N/A N/A 95
56071
Craftix-Labs
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
N/A N/A
56072
jamesvdinh
MCP server for calculating a patient's 10-year ASCVD risk using the Pooled Coho…
56073
fg-time
CS-MCP Claim
Enables natural language control of Cobalt Strike (version 4.8) via Claude, sup…
N/A N/A
56074
Heretek-RE
re-gdb Claim
MCP server wrapping GDB and GEF for dynamic analysis, enabling interactive debu…
N/A N/A
56075
rowbotik
A Bambu Lab-focused MCP server for controlling Bambu printers, manipulating STL…
N/A N/A
56076
queflyhq
memex Claim
Centralized agentic memory and MCP gateway for LLMs, enabling persistent memory…
N/A N/A
56077
dancleary54
Convalytics Claim
Web and product analytics for Convex apps. MCP server to chat with AI about you…
81
56078
marcmunoz-uno
Enables AI agents to safely execute OSINT and reconnaissance tools from Kali Li…
N/A N/A
56079
algony-tony
Exposes full Linux system control to AI clients via MCP tools for bash executio…
56080
calvinw
An MCP server that enables AI assistants like Claude to interact with FL Studio…
N/A N/A
56081
kilhubprojects
MemoryMesh Claim
A universal, local-first MCP hub that indexes personal files (documents, code, …
N/A N/A
56082
dcaelopre
Enables reading of Aprimo DAM asset metadata, fields, and files through the Apr…
56083
AndrewAubury
OpenBusData Claim
MCP server for UK Bus Open Data with timetable parsing, journey planning and li…
N/A N/A
56084
aga87
An MCP server that exposes tools for querying a bookstore inventory, allowing A…
N/A N/A
56085
myst3k
MCP server for the Wasabi WACM Connect API, enabling management of account hier…
56086
clickflow
clickflow Claim
ClickFlow is an AI-powered SEO platform that creates, optimizes, and tracks con…
N/A N/A 95
56087
Counterbalance-Economics
Retell Voice Claim
Manage calls, numbers, voices, and agents on Retell to build and run phone and …
N/A N/A 95
56088
lilycip
obra-cto Claim
Local-first MCP that scores your codebase's build readiness. Your code never le…
N/A N/A 95
56089
mingrath
drawio-mcp Claim
An MCP server that enables LLMs to create and open diagrams in draw.io using XM…
N/A N/A
56090
baguskto
Enables professional Threads management with enterprise-grade analytics, AI-pow…
56091
asgard-ai-platform
An MCP server for querying Taiwan company registry open data, enabling search b…
56092
universal-mcp
Enables interaction with Hashnode's tools and services through a unified API us…
56093
damankaur-dev
Openlaw MCP Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
56094
chris
Automate GitHub development from task discovery to PR merge with session-based …
N/A N/A 95
56095
badchars
A universal digital fingerprinting MCP server that combines 103 techniques acro…
56096
xiaokillua
SkillPress Claim
Compiles websites, docs, and repositories into agent-ready SKILL.md packages fo…
N/A N/A
56097
luiscanaveral
Enables AI agents to search, retrieve, and answer grounded questions over procu…
N/A N/A 95
56098
kevinschaul
Enables interaction with the Datawrapper API to create, manage, and publish dat…
N/A N/A
56099
aniongithub
Manage dev container environments via MCP (Docker, DevPod, Codespaces).
N/A N/A
56100
AiAgentKarl
Provides astronomical data including ISS tracking, moon phases, NASA APOD, near…
Showing 56051–56100 of 66495 servers