MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30711
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32851
SnipMCP
gadschain Claim
Google Ads MCP server. Read campaigns, manage budgets, pause/enable, add negati…
N/A N/A
32852
BhavinXAgheda
A local AI-powered research agent that searches the web, fetches real content, …
N/A N/A
32853
chrisbusbin-pixel
applianceiq Claim
Home appliance MCP: CPSC recall lookup, lifespan, maintenance, repair-or-replac…
N/A N/A
32854
bulutarkan
Mac MCP Claim
A local macOS MCP server for AI Agents that exposes safe endpoints for shell co…
N/A N/A
32855
SerenaHangSinclair
A Model Context Protocol (MCP) server for Microsoft SQL Server that provides to…
32856
brs077
Enables Claude to create 3D-printable CAD models using build123d, with tools fo…
N/A N/A
32857
ish-cs
Enables reading and sending iMessages through Poke via a local Mac server, with…
N/A N/A
32858
szilvesztererdos
Enables interaction with Google Workspace (Drive, Docs, Sheets, Gmail) via MCP …
N/A N/A
32859
indoor
everguide Claim 1
MCP server for accessible indoor navigation and building management. Query buil…
81
32860
bit2me-devs
Enables AI assistants to interact with the Bit2Me cryptocurrency ecosystem, inc…
32861
pipeworx-io
mcp-mime Claim
Enables MIME type lookup and extension resolution for filenames and extensions,…
32862
UmarHassanKhan929
Streams live React profiler data to AI agents, enabling them to analyze perform…
N/A N/A
32863
slavpilus
Enables customer support across e-commerce platforms by providing order managem…
32864
algolayertechnologies
mapsi-mcp Claim
Geospatial API tools for AI agents — geocoding, reverse geocoding, routing, iso…
32865
JNPRAutomate
Enables remote execution of Linux commands via SSH, supporting system monitorin…
32866
ivarrian
Provides access to Victoria, Australia's public holidays and important dates vi…
32867
akoskm
A starter MCP server using StdioServerTransport, providing example tools to che…
N/A N/A
32868
Astralchemist
StickyInc Claim
Captures commitments from LLM conversations into a persistent local task list s…
N/A N/A
32869
MukundaKatta
Parse, format, and convert configs across TOML, YAML, and JSON.
N/A N/A
32870
autodesk-platform-services
Provides access to Autodesk Platform Services API, enabling interaction with AC…
N/A N/A
32871
badchars
cve-mcp Claim
Unifies NVD, EPSS, CISA KEV, GitHub Advisory, and OSV into a single MCP server,…
32872
Lil-Code30
MCP server that integrates the National Weather Service API to fetch weather al…
32873
Clement-Okolo
Provides real-time weather alerts and forecasts for US locations by integrating…
32874
mfdaves
okf-mcp Claim
A project-agnostic Open Knowledge Format MCP server that indexes Markdown conce…
N/A N/A
32875
jqknono
Pic Gen Claim
Generate covers, Mermaid diagrams, cards, and terminal screenshots/images for A…
N/A N/A 95
32876
CSOAI-ORG
code-reviewer-ai-mcp MCP server by MEOK AI Labs
N/A N/A
32877
EricxStone
Provides market data and user position information from earn providers like AAV…
32878
MichaelGorski
Enables AI coding agents to access persistent, structured product context (pers…
N/A N/A
32879
absmartly
Provides access to the ABsmartly experimentation platform with 230+ commands ac…
32880
jlnkrth
LLM Wiki MCP Claim
MCP server for persistent, compounding markdown wikis maintained by LLMs. Enabl…
32881
misaka2f07
calc Claim
N/A N/A 95
32882
olojiang
Enables interactive feedback sessions in Cursor with support for multiple chat …
N/A N/A
32883
DioNanos
Local-first agent memory: versioned JSON categories, BM25 search, per-device AC…
N/A N/A
32884
Avicennasis
MCP server for managing Porkbun domains, DNS, and related services via Porkbun'…
32885
kavinr24
Connects Roblox Studio to local AI agents via HTTP, allowing them to control St…
N/A N/A
32886
yourtechtribe-labs
koncepto Claim
Semantic concept graph MCP server for codebases — what your code means, not jus…
N/A N/A
32887
Sophomoresty
MCP server for web search powered by Google AI Mode (Gemini). Enables any AI ag…
32888
axel-belfort
Email finder API for AI agents. Find professional email addresses from a person…
81
32889
liujp2015
A dual-path web search MCP server for Claude Code that cross-validates results …
N/A N/A
32890
kamolc4
Enables MCP-compatible clients to inspect Argo CD applications, check sync and …
32891
fouldomain
Foul Domain Claim
Search 36,000+ analyzed Phish tracks. Find the best jams, shows, and song vers…
81
32892
3rdbrain
Provides AI model recommendations, cost estimates, and code templates directly …
32893
recordant
Recordant Claim
Patent-pending diagnostic + decisions-ledger engine for any host software syste…
N/A N/A
32894
cap5192
mcpmeraki Claim
N/A N/A 95
32895
M4F-S
Mnemosyne Claim
Provides persistent, graph-based memory for AI agents via MCP, enabling semanti…
N/A N/A
32896
neat-technologies
Provides AI agents with a live architecture model of a codebase, enabling queri…
81
32897 N/A N/A 95
32898
Creativeuseoftechnology
Read-only MCP server exposing Microsoft Clarity analytics data as tools for Cha…
32899
dravidsajinraj-iex
Generate professional diagrams from text descriptions using the Eraser API thro…
N/A N/A 95
32900
kmdesle
Synchronex Claim
Connect any AI agent to your Synchronex workspace — portable memory, decisions,…
N/A N/A
Showing 32851–32900 of 64766 servers
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