MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29051
surajpratap
Zoom MCP Server ⚡ Claim
Enables interaction with the Zoom API to manage meetings, retrieve cloud record…
C 62 3⁄4 ◔ ⏳ 60 — — 39 81 —
29052
Habib0x0
A minimal Model Context Protocol (MCP) server demonstrating the implementation …
C 62 3⁄4 ◔ ⏳ 66 — — 32 81 —
29053
MeeraMendhe
MCP Chat ⚡ Claim
A command-line interface application enabling interactive chat with AI models v…
C 62 3⁄4 ◔ ⏳ 66 — — 30 81 —
29054
Free financial calculators (rent vs buy, mortgage, retirement) plus the FinFam …
C 62 2⁄5 ◔ — — 56 — 67 —
29055
taffy123d
Doubao MCP Agent ⚡ Claim 1
A local skill assistant based on the Model Context Protocol that integrates wit…
C 62 3⁄4 ◔ ⏳ 66 — — 29 81 —
29056
HubLensOfficial
mcp-server ⚡ Claim
Query daily trending open-source projects from GitHub & Hacker News with AI-gen…
C 62 3⁄4 ◔ ⏳ 54 — — 50 81 —
29057
vinodc-aspire
Enables Claude Cowork to interact with a PostgreSQL database for navigating edu…
C 62 3⁄4 ◔ ⏳ 66 — — 30 81 —
29058
RajendraPrasad96536
Enables analysis of wholesale medicine purchase data by providing tools for inv…
C 62 3⁄4 ◔ ⏳ 68 — — 27 81 —
29059
roderickch01
mcp-server-starter ⚡ Claim 1
A skeleton MCP server in Python for exposing custom tools (e.g., echo, add) to …
C 62 3⁄4 ◔ ⏳ 54 — — 49 81 —
29060
kwikkid
gcal-mcp ⚡ Claim 1
An MCP server for managing Google Calendar and Tasks with energy-aware scheduli…
C 62 3⁄4 ◔ ⏳ 53 — — 53 81 —
29061
britive
Enables AI agents and users to interact with the Britive platform for dynamic a…
C 62 3⁄4 ◔ ⏳ 66 — — 31 81 —
29062
lydiahallie
A minimal MCP server that enables AI assistants to manage a kanban issue board.…
C 62 3⁄4 ◔ ⏳ 66 — — 32 81 —
29063
jfdjaf
A minimal local MCP server that wraps any Claude Messages API-compatible upstre…
C 62 3⁄4 ◔ ⏳ 48 — — 60 81 —
29064
acervo-juridico Claim 1
Acervo jurídico brasileiro: busca, Markdown, grafo de normas e precedentes, cit…
C 62 2⁄5 ◔ — — 58 — 67 —
29065
zhaohongyuziranerran
ai-image-gen-mcp ⚡ Claim
Provides multi-model AI image generation via MCP tools, supporting Seedream, SD…
C 62 3⁄4 ◔ ⏳ 68 — — 25 81 —
29066
lepoco
openapi ⚡ Claim
Fetch, validate, and generate code or curl from any OpenAPI or Swagger spec - a…
C 62 3⁄4 ◔ ⏳ 52 — — 45 86 —
29067
awaketai
pg-mcp ⚡ Claim
Enables natural language querying of PostgreSQL databases through the Model Con…
C 62 3⁄4 ◔ ⏳ 68 — — 27 81 —
29068
brunolm
mal-mcp Claim 1
A Model Context Protocol server that provides access to MyAnimeList's API for a…
C 62 3⁄4 ◔ ⏳ 65 — — 32 81 —
29069
eCriswell7
Official airline award MCP. Search 12.3M+ award flights across 48 loyalty progr…
C 62 3⁄4 ◔ ⏳ 72 — — 21 81 —
29070
austenstone
mcp-primer ⚡ Claim 1
An MCP server that enables AI models to render GitHub's Primer React components…
C 62 3⁄4 ◔ ⏳ 63 — — 37 81 —
29071
Shriram-Vasudevan
Integrations MCP ⚡ Claim 1
A comprehensive MCP server providing over 390 tools across 66 providers, includ…
C 62 3⁄4 ◔ ⏳ 68 — — 27 81 —
29072
8randonpickart5
alderpost-mcp ⚡ Claim 1
Intelligence endpoints for security, company, threat, compliance, sales, sports…
C 61 3⁄4 ◔ ⏳ 54 — — 45 81 —
29073
dpshde
Provides access to WakaTime coding analytics data through MCP tools. Enables qu…
C 61 3⁄4 ◔ ⏳ 56 — — 42 81 —
29074
jaalbin24
A Model Context Protocol server that enables Claude to read and update document…
C 61 3⁄4 ◔ ⏳ 49 — — 54 81 —
29075
theYahia
hotmart-mcp ⚡ Claim 1
An MCP server for the Hotmart digital products platform that enables management…
C 61 3⁄4 ◔ ⏳ 51 — — 53 81 —
29076
daedalus
mcp-impo ⚡ Claim 1
MCP server for accessing Uruguay's IMPO open data API with SQLite caching. Prov…
C 61 3⁄4 ◔ ⏳ 51 — — 52 81 —
29077
goveda
patent-mcp ⚡ Claim
AI-powered patent search and analysis across 220M+ global patents. Semantic sea…
C 61 3⁄4 ◔ ⏳ 58 — — 39 81 —
29078
VedAstro
Vedic astrology MCP server providing 6 tools: horoscope predictions (200+ life …
C 61 3⁄4 ◔ ⏳ 54 — — 48 81 —
29079
KenLin-7
A Spring Boot REST API testing server that supports functional testing with ass…
C 61 3⁄4 ◔ ⏳ 66 — — 27 81 —
29080
Mfrostbutter
MCP server wrapping the ConnectWise Sell REST API, providing tools to manage qu…
C 61 3⁄4 ◔ ⏳ 54 — — 45 81 —
29081
PhySci
Enables querying PostgreSQL database metadata including table lists and schema …
C 61 3⁄4 ◔ ⏳ 54 — — 48 81 —
29082
Echo3s-io
echo3s-io ⚡ Claim
AI-powered multi-voice audiobook creation platform. Provides tools for pricing,…
C 61 3⁄4 ◔ ⏳ 60 — — 35 81 —
29083
render-examples
A FastMCP server template with full MCP authentication via Descope, designed fo…
C 61 3⁄4 ◔ ⏳ 54 — — 48 81 —
29084
boomtax
BoomTax API - IRS Information Return Filing Connect AI agents to BoomTax for…
C 61 3⁄4 ◔ ⏳ 58 — — 39 81 —
29085
ENTIA-IA
entia-mcp-server ⚡ Claim
Verified business-identity intelligence for AI agents & MCP clients — company v…
C 61 3⁄4 ◔ ⏳ 60 — — 38 81 —
29086
krixerx
Enables investigation and diagnosis of CIB Seven BPM process instances through …
C 61 3⁄4 ◔ ⏳ 60 — — 38 81 —
29087
MoseLu
mcp-swarm ⚡ Claim
A multi-model agent swarm coordinator that automatically selects the most suita…
C 61 3⁄4 ◔ ⏳ 60 — — 37 81 —
29088
KerkhofMe
Strava MCP Server ⚡ Claim
Connects Claude to the Strava API to provide direct access to fitness data, inc…
C 61 3⁄4 ◔ ⏳ 60 — — 35 81 —
29089
WuChaoli
Wolai MCP Server ⚡ Claim
Enables AI agents to interact with Wolai knowledge bases to read, write, and se…
C 61 3⁄4 ◔ ⏳ 60 — — 35 81 —
29090
Mugen-Builders
Enables AI agents to query curated Cartesi developer resources, documentation, …
C 61 3⁄4 ◔ ⏳ 60 — — 37 81 —
29091
mehdibadaoui
AI-powered dental social media marketing tools. Generate Instagram captions, fi…
C 61 3⁄4 ◔ ⏳ 62 — — 32 81 —
29092
josephtandle
Enables AI assistants to download TikTok videos without watermarks, analyze cre…
C 61 3⁄4 ◔ ⏳ 64 — — 30 81 —
29093
quickvm
defined-mcp ⚡ Claim 1
MCP server for managing Defined Networking infrastructure through API tools. It…
C 61 3⁄4 ◔ ⏳ 53 — — 47 81 —
29094
docujson
@docujson/mcp ⚡ Claim
Connects AI assistants to DocuJSON for PDF generation, template management, and…
C 61 3⁄4 ◔ ⏳ 64 — — 30 81 —
29095
adityas0604
Connects Claude AI to your Canvas LMS account, enabling natural language intera…
C 61 3⁄4 ◔ ⏳ 66 — — 25 81 —
29096
Travis-Gilbert
Railway MCP Server ⚡ Claim
Enables comprehensive management of Railway infrastructure, including projects,…
C 61 3⁄4 ◔ ⏳ 54 — — 45 81 —
29097
Lokii0911
SeleniumMCP ⚡ Claim
Enables browser automation using Selenium, including navigation, element intera…
C 61 3⁄4 ◔ ⏳ 48 — — 57 81 —
29098
fullstuckdev
Enables interaction with Bunny.net APIs for Stream/Video, Storage, CDN Pull Zon…
C 61 3⁄4 ◔ ⏳ 60 — — 35 81 —
29099
zhaohongyuziranerran
HumanizerMCP ⚡ Claim
Detects and removes 24 types of AI writing patterns, offering dual-mode humaniz…
C 61 3⁄4 ◔ ⏳ 66 — — 27 81 —
29100
koalr
Koalr ⚡ Claim
Connect engineering metrics, DORA performance, deploy risk scoring, and PR heal…
C 61 3⁄4 ◔ ⏳ 58 — — 39 81 —
Showing 29051–29100 of 69365 servers
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