MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28951
SilverQ
Enables searching and retrieving South Korean intellectual property data via th…
C 64 3⁄4 ◔ ⏳ 72 — — 30 81 —
28952
Saifalkayali
A production-ready TypeScript starter for building read-only YNAB MCP servers. …
C 64 3⁄4 ◔ ⏳ 66 — — 37 81 —
28953
chxndre
An MCP server that gives AI agents direct access to Polymarket Crypto predictio…
C 64 3⁄4 ◔ ⏳ 49 — — 68 81 —
28954
JeremyLakeyJr
Friday MCP Server ⚡ Claim
A standalone MCP server that enables research (web search, URL fetch, news), wo…
C 64 3⁄4 ◔ ⏳ 60 — — 48 81 —
28955
Videothek
Enables management of Xen Orchestra (XOA) via its REST API, including listing V…
C 64 3⁄4 ◔ ⏳ 74 — — 25 81 —
28956
pzanna
Email MCP Server ⚡ Claim 2
A Model Context Protocol server that provides email access via IMAP and SMTP, e…
C 64 3⁄4 ◔ ⏳ 63 — — 45 81 —
28957
rapportscore Claim 1
Conversational AI Coaching from calls; permissioned Team Dynamics reports in a …
C 64 2⁄5 ◔ — — 61 — 67 —
28958
michaeljabbour
video-mcp ⚡ Claim
An async video generation MCP server with multi-provider support. Currently in …
C 64 3⁄4 ◔ ⏳ 72 — — 30 81 —
28959
sorodriguezz
Provides access to InterSystems IRIS ObjectScript documentation, examples, and …
C 64 3⁄4 ◔ ⏳ 72 — — 28 81 —
28960
aruxojuyu665
Manus MCP ⚡ Claim 1
An MCP server that gives Claude Code full programmatic control over Manus.im th…
C 64 3⁄4 ◔ ⏳ 45 — — 73 81 —
28961
sam-david
openai-images-mcp ⚡ Claim 1
An MCP server for generating and editing images using OpenAI's GPT Image and DA…
C 64 3⁄4 ◔ ⏳ 67 — — 35 81 —
28962
gabrielmahia
wapimaji-mcp ⚡ Claim 1
MCP server exposing Kenya NDMA drought phase classifications across all 47 coun…
C 64 3⁄4 ◔ ⏳ 60 — — 48 81 —
28963
lakshyakumar
Utility MCP Server ⚡ Claim
A TypeScript-based MCP server providing utility tools like arithmetic calculati…
C 63 3⁄4 ◔ ⏳ 66 — — 35 81 —
28964
pearch001
Provides AI agents with instant access to jurisdiction-specific landlord-tenant…
C 63 3⁄4 ◔ ⏳ 66 — — 35 81 —
28965
aspekt19
MCP server for managing on-chain loyalty programs on Base L2. Mint tokens, mana…
C 63 3⁄4 ◔ ⏳ 57 — — 49 81 —
28966
raunakkathuria
LexiLint MCP ⚡ Claim
Offline spell check and BYOK grammar checking for AI assistants. 100% offline s…
C 63 3⁄4 ◔ ⏳ 54 — — 54 81 —
28967
OpenSIPS
AI-powered control plane for OpenSIPS SIP servers, enabling natural-language op…
C 63 3⁄4 ◔ ⏳ 48 — — 63 81 —
28968
rlembo06
mysql-mcp ⚡ Claim
A lightweight MCP server providing safe, read-only access to MySQL databases. I…
C 63 3⁄4 ◔ ⏳ 54 — — 53 81 —
28969
SHINONFT
hokan MCP Server ⚡ Claim
An unofficial MCP server that integrates with the hokan Insurance CRM API v2 to…
C 63 3⁄4 ◔ ⏳ 72 — — 25 81 —
28970
sauravkumar329
Weather MCP Server ⚡ Claim
Enables secure retrieval of real-time weather data for any location via Open-Me…
C 63 3⁄4 ◔ ⏳ 68 — — 32 81 —
28971
zeriontech
Zerion Hosted MCP ⚡ Claim
Zerion MCP let's your agent analyze EVM and Solana wallets and summarize total …
C 63 3⁄4 ◔ ⏳ 54 — — 54 81 —
28972
takezone
Enables Claude to directly write journal entries to Journal Mandala. Allows use…
C 63 3⁄4 ◔ ⏳ 66 — — 35 81 —
28973
YOGi-Seto
Akebono MCP ⚡ Claim 1
Provides scored and reasoned Kyoto temple data optimized for AI travel agents t…
C 63 3⁄4 ◔ ⏳ 66 — — 33 81 —
28974
PaulieB14
Limitless MCP ⚡ Claim 1
An MCP server that combines both subgraphs with the Limitless REST API for mark…
C 63 3⁄4 ◔ ⏳ 69 — — 28 81 —
28975
lfnovo
surreal-mcp ⚡ Claim 1
MCP Server for SurrealDB - Bridge AI assistants with SurrealDB databases
C 63 3⁄4 ◔ ⏳ 53 — — 55 81 —
28976
expdal3
Enables seamless integration with Convolut Context Bank for AI-powered context …
C 63 3⁄4 ◔ ⏳ 58 — — 47 81 —
28977
kazaminn
github-mcp-proxy ⚡ Claim
A self-hosted GitHub MCP server with per-repository guardrails for AI agents, e…
C 63 3⁄4 ◔ ⏳ 60 — — 43 81 —
28978
twtrubiks
odoo19-mcp-server ⚡ Claim 1
MCP Server for Odoo 19 ERP using JSON-RPC API, built with FastMCP. Supports CRU…
C 63 3⁄4 ◔ ⏳ 51 — — 60 81 —
28979
gemy411
a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a …
C 63 3⁄4 ◔ ⏳ 58 — — 46 81 —
28980
nielsvbrecht
An MCP server that enables natural language interaction with the MeteoControl V…
C 63 3⁄4 ◔ ⏳ 51 — — 61 81 —
28981
statherm
agent-zone-mcp ⚡ Claim 1
MCP server for Agent Zone — vendor-neutral infrastructure knowledge, K8s valida…
C 63 3⁄4 ◔ ⏳ 57 — — 49 81 —
28982
eyupcanakman
gsc-mcp-rs Claim 1
MCP server for Google Search Console. 21 tools for search analytics, keyword op…
C 63 3⁄4 ◔ ⏳ 49 — — 64 81 —
28983
workopia
Workopia Claim
AI job search, resume builder, and career advice via MCP
C 63 3⁄4 ◔ ⏳ 60 — — 45 81 —
28984
dkropachev
Jenkins MCP Server ⚡ Claim
Enables interaction with Jenkins instances to manage jobs, builds, and nodes th…
C 63 3⁄4 ◔ ⏳ 66 — — 36 81 —
28985
leadsnaviDeveloper
Mailgo Campaign Suite MCP Server AI-powered cold email campaign management thr…
C 63 3⁄4 ◔ ⏳ 64 — — 39 81 —
28986
josephtandle
Enables AI assistants to manage Instagram Business accounts by automating conte…
C 63 3⁄4 ◔ ⏳ 68 — — 30 81 —
28987
peter120525-cmd
LAWMADI Claim
법마디(Lawmadi) OS — Korean Legal AI with 60 specialized agents and real-time stat…
C 63 3⁄4 ◔ ⏳ 48 — — 65 81 —
28988
gokhanibrikci
inday-api Claim
Public holiday data for 30+ countries. Check holidays, working days, and full c…
C 63 3⁄4 ◔ ⏳ 54 — — 54 81 —
28989
viktormarinho
rest-to-mcp ⚡ Claim 1
A bridge that enables any LLM to access and interact with documented REST APIs …
C 63 3⁄4 ◔ ⏳ 64 — — 39 81 —
28990
SrdjanCodes
hevy-mcp ⚡ Claim
Python MCP server for the Hevy fitness app. Gives Claude full access to your He…
C 63 3⁄4 ◔ ⏳ 60 — — 43 81 —
28991
Eklavvyaaaaa
Translates natural language commands into structured geometric operations for a…
C 63 3⁄4 ◔ ⏳ 72 — — 24 81 —
28992
pensados
An MCP server that proxies tool calls to a running SentinelX Core instance with…
C 63 3⁄4 ◔ ⏳ 55 — — 54 81 —
28993
iamzeeali
A minimal todo app MCP server for ChatGPT that exposes tools for managing tasks…
C 63 3⁄4 ◔ ⏳ 66 — — 35 81 —
28994
JonasBaath
MCP Refchecker ⚡ Claim 2
MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and…
C 63 3⁄4 ◔ ⏳ 57 — — 50 81 —
28995
AlexlaGuardia
mcp-freshbooks ⚡ Claim 1
Production-grade MCP server for FreshBooks. 25 tools for invoices, clients, exp…
C 63 3⁄4 ◔ ⏳ 60 — — 43 81 —
28996
thinktraveller
Anitabi MCP Server ⚡ Claim 1
Enables users to search for anime information via the Bangumi API and discover …
C 63 3⁄4 ◔ ⏳ 60 — — 45 81 —
28997
harshith8gowda
Moltbook MCP Server ⚡ Claim 1
MCP server for monetizing Moltbook agent social network actions. Other AI agent…
C 63 3⁄4 ◔ ⏳ 75 — — 21 81 —
28998
ShinyDapps
l402-kit Claim 1
MCP server for L402-protected APIs via Bitcoin Lightning. Pay-per-call AI tools…
C 63 3⁄4 ◔ ⏳ 57 N/A N/A 50 81 —
28999
DuhoKim
nebulamind ⚡ Claim
AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits,…
C 63 3⁄4 ◔ ⏳ 60 N/A N/A 45 81 —
29000
NixndME
Connects AI assistants to HPE Morpheus appliances to manage cloud infrastructur…
C 63 3⁄4 ◔ ⏳ 72 — — 25 81 —
Showing 28951–29000 of 69365 servers
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