MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51851
timolein74
asterpay Claim
EUR settlement for AI agents. Trust scoring, market data, crypto analytics. 16 …
N/A N/A 95
51852
makomori
A CLI tool that registers OpenAPI GET endpoints as MCP tools, enabling API requ…
51853
mhnavid
Enables AI-powered research by breaking a topic into subtopics, gathering infor…
N/A N/A
51854
ProductOfAmerica
MCP servers for KiCad schematic, PCB, symbol, footprint, and project automation…
N/A N/A
51855
adwhispr
Chat with any brand's Meta (Facebook/Instagram) ads inside Claude — research a …
51856
bakalagoin
Codinfy MCP Claim
MCP server that connects AI agents to Codinfy platform APIs for validating lice…
51857
LunaParker
waveapps-mcp Claim
This MCP server enables AI assistants like Claude to perform Wave Accounting bo…
N/A N/A
51858
viartemev
outlook-mcp Claim
Secure MCP server for on-prem Microsoft Exchange (EWS) with tools for email, ca…
51859
jinseok19
mcp Claim
N/A N/A 95
51860
geeks-accelerator
live-music Claim
AI agents experience music as math — stream concerts, react, chat, upgrade tier…
N/A N/A 83
51861
protagolabs
Integrates with the Aerodrome Swap API to enable token swaps, pool information …
51862
danishashko
Provides real-time stock market data for Claude Desktop and MCP-compatible clie…
51863
helbertparanhos
The most complete Resend email MCP — full API coverage (75 tools) plus a unique…
51864
veoery
An MCP server that enables designers to interact with Rhino and Grasshopper via…
N/A N/A
51865
michaelshumshum
Enables URL shortening and management through MCP, allowing creation of short l…
51866
EvidInvest
Hybrid search over SEC filings, earnings transcripts, and a third-party data ma…
N/A N/A
51867
stphtt
Chatty MCP Claim
Provides voice summaries after each AI request in Cursor, Cline, or any MCP-sup…
N/A N/A
51868 N/A N/A 95
51869
Perseus-Computing-LLC
mimir Claim
Mimir is Perseus's external persistent memory backend — a lightweight Rust MCP …
N/A N/A
51870
EezyMAcc
Tattoo Feed Claim
Enables browsing and curating posts from Instagram tattoo artists via Business …
51871
soongil.so9503
test-mcp Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
81
51872
slicenferqin
Provides any AI CLI tool with long-term memory using a three-tier architecture …
N/A N/A
51873
awssam
mcp-swagger Claim
Exposes Swagger/OpenAPI API documentation to AI models, enabling exploration, s…
N/A N/A
51874
yingkiat
Enables natural language querying of Microsoft Fabric Data Warehouses with inte…
81
51875
f
Poke Gate Claim
An MCP server that lets your Poke AI assistant access your macOS machine, enabl…
N/A N/A
51876
anshajk
A boilerplate for deploying a remote MCP server on Google Cloud with authentica…
51877
AletaIndex
Financial narrative intelligence for AI agents. Tracks how financial stories ev…
51878
joshdougall
memory-mcp Claim
Persistent, searchable, versioned memory for AI agents, backed by Valkey and ex…
51879
mod-us
A Model Context Protocol (MCP) server that provides access to Modus's RevOps an…
51880
chrischall
vibo-mcp Claim
Vibo (vibodj.com) MCP — plan & manage event music: timeline, songs, ideas, ques…
N/A N/A
51881
uvidswqkscr89
mcp_test Claim
N/A N/A 95
51882
kwhittenberger
A Model Context Protocol server for Huly issue tracking with full CRUD support,…
51883
jonnyhoff
Enables SQLite database interactions including querying, updating, and schema m…
N/A N/A
51884
trebu-org
Roxels Claim
Let AI agents create configurable voice agents via meeting rooms and return str…
N/A N/A 83
51885
corrupt952
nooon Claim
A lightweight, read-only MCP server for Notion that enables searching, reading …
51886
Azure-Samples
Enables AI agents to browse pizza menus, place orders, and track order status v…
51887 N/A N/A 95
51888
Saga-Labs
dora-mcp Claim
Multi-model AI image and video generator. 14 models behind one OAuth-secured MC…
51889
robbogd76
remark-mcp Claim
Enables AI assistants to browse and read documents from a reMarkable tablet con…
N/A N/A
51890
fahadBSTech
Provide seamless integration with Clockify's time tracking API through a compre…
N/A N/A 95
51891
cwt
shutil-mcp Claim
Provides asynchronous file system operations (ls, cp, mv, etc.) with structured…
N/A N/A
51892
mcpassistant
Manages the lifecycle of MCP services with health monitoring, auto-restart capa…
N/A N/A 95
51893
arcjet
Arcjet MCP Claim
Arcjet is the runtime security platform that ships with your AI code. Enforce b…
81
51894
rice-awa
Enables AI-driven interactions with Minecraft through a WebSocket-based server …
51895
aditya201551
Context Book Claim
Stop re-explaining yourself to Agents. Give it the right context, right when ne…
51896
akeslo
kubera-mcp Claim
MCP server for Kubera that lets LLMs read and update your portfolio data.
51897
opennod
Enables AI agents to discover and interact with business capabilities by readin…
51898
mckaystu
Enables policy-style auditing of content through the audit_vibe MCP tool to enf…
81
51899
AHX47
ZimAgent Claim
Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
N/A N/A
51900
schwarztim
Enables AI assistants to perform authorized WiFi security assessments, includin…
Showing 51851–51900 of 56925 servers