MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10151
yellowgg2
Enables searching and retrieving content from BookStack knowledge bases via the…
C 66 5⁄5 ◉ ⏳ 72 100 — 27 76 37
10152
d4vydm
sliverc2-mcp ⚡ Claim
sliverc2-mcp
C 66 5⁄4 ◉ ⏳ 64 33 N/A 37 95 100
10153
jonathan-politzki
Official Substack MCP Server
C 66 5⁄5 ◉ ⏳ 72 46 — 22 80 100
10154
wjlim
Enables users to manage and navigate nf-core bioinformatics pipeline repositori…
C 66 5⁄4 ◉ ⏳ 54 57 N/A 22 90 99
10155
zjromani
Enables ChatGPT to access and analyze personal Garmin health data including dai…
C 66 5⁄5 ◉ ⏳ 78 41 — 24 81 97
10156
isakskogstad
Kolada MCP Server ⚡ Claim
Provides access to 5,000+ Key Performance Indicators across 264 operating areas…
C 66 6⁄6 ◉ ⏳ 88 72 0 64 81 94
10157
mixophrygian
A local MCP server for retrieving and analyzing your browser history. Makes it…
C 66 5⁄4 ◉ ⏳ 70 25 N/A 42 95 98
10158
BACH-AI-Tools
NASA MCP Server ⚡ Claim 1
Provides standardized access to 20+ NASA data sources including astronomy pictu…
C 66 5⁄5 ◉ ⏳ 62 83 — 55 81 40
10159
Kryzo
A Model-Client-Protocol server that enables users to search the Gallica digital…
C 66 5⁄5 ◉ ⏳ 96 33 — 15 81 92
10160
sontallive
This template provides a streamlined foundation for building Model Context Prot…
C 66 5⁄4 ◉ ⏳ 72 31 N/A 42 90 92
10161
jharkins
A TypeScript server that provides time-related tools through the Model Context …
C 66 5⁄5 ◉ ⏳ 54 63 — 41 81 89
10162
GALIAIS
SiYuan MCP Server ⚡ Claim 1
An MCP server for SiYuan Note that enables comprehensive management of notebook…
C 66 5⁄5 ◉ ⏳ 63 65 N/A 68 95 39
10163
FutureUnreal
mcp-pdf2md ⚡ Claim
PDF to Markdown conversion tool
C 66 5⁄4 ◉ ⏳ 62 41 N/A 44 90 94
10164
numa08
Provides real-time NOAA space weather data (solar flares, Kp index, solar wind)…
C 66 5⁄5 ◉ ⏳ 80 30 — 42 81 93
10165
lengbone
Enables intelligent image analysis using GLM-4.5V model, specializing in extrac…
C 66 5⁄5 ◉ ⏳ 72 100 — 26 81 32
10166
guykJfrog
jfrog-dummy-mcp ⚡ Claim
JFrog dummy MCP server
C 66 5⁄5 ◉ ⏳ 50 100 N/A 32 95 40
10167
freshlife001
A Model Context Protocol server that allows AI agents to play Texas Holdem poke…
C 66 5⁄5 ◉ ⏳ 63 70 — 23 81 84
10168
kodey-ai
Run SOQL queries against your Salesforce org to retrieve records and insights. …
C 66 6⁄6 ◉ ⏳ 96 68 0 59 81 90
10169
Traia-IO
Nager MCP Server ⚡ Claim
Provides access to the Nager.Date Public Holiday API for querying global holida…
C 66 5⁄4 ◉ ⏳ 68 43 N/A 27 90 96
10170
Mineru98
A server that enables AI models to interact with MySQL databases through a Mode…
C 66 5⁄5 ◉ ⏳ 90 50 — 53 81 47
10171
maoxiaoke
A Node.js server that provides advanced video and image processing capabilities…
C 66 5⁄5 ◉ ⏳ 60 100 N/A 22 95 38
10172
rafael-pina
Polymarket MCP Server ⚡ Claim 1
Enables AI assistants to query Polymarket prediction markets, accessing real-ti…
C 66 5⁄5 ◉ ⏳ 60 62 — 26 82 95
10173
antpavlenko
A minimal, containerized MCP server that exposes a Streamable HTTP transport wi…
C 66 5⁄5 ◉ ⏳ 84 43 — 26 71 98
10174
serima
Twitter MCP Server ⚡ Claim
Provides tools for accurate Twitter/X post character counting, validation, and …
C 66 5⁄5 ◉ ⏳ 78 47 — 31 83 82
10175
theYahia
kaiten-mcp ⚡ Claim 2
MCP server for Kaiten API — cards, boards. 3 tools.
C 66 4⁄4 ◉ ⏳ 47 N/A N/A 62 95 62
10176
ishandotsh
Enables users to get expert help with Isaac Sim scripting, USD (Universal Scene…
C 66 5⁄5 ◉ ⏳ 64 62 — 22 81 91
10177
demomagic
Enables document parsing through the Mineru API with support for multiple forma…
C 66 5⁄5 ◉ ⏳ 54 72 — 21 81 92
10178
PranavMishra28
Enables sending emails through Gmail using your Gmail credentials. Provides a s…
C 66 5⁄5 ◉ ⏳ 66 100 — 25 81 43
10179
dfeirstein
Gemini Image MCP ⚡ Claim 2
An MCP server that enables AI image generation, editing, and analysis using Goo…
C 66 5⁄5 ◉ ⏳ 63 65 — 27 80 89
10180
keythpiece
Company MCP Server ⚡ Claim
Enables AI to interact with internal company systems through API integration, s…
C 66 5⁄5 ◉ ⏳ 80 100 — 42 81 6
10181
u14app
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP…
C 66 6⁄4 ◉ ⏳ 82 65 0 80 95 84
10182
vinsidious
Whodis MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to check domain name…
C 66 5⁄5 ◉ ⏳ 51 63 — 36 82 94
10183
gentiku
Enables comprehensive Spotify integration through natural language commands, su…
C 66 5⁄5 ◉ ⏳ 78 41 — 24 81 98
10184
guzyang
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
C 66 5⁄5 ◉ ⏳ 48 68 — 27 81 100
10185
AnkitDigitalsherpa
Echo ⚡ Claim
Echo your input to test workflows and integrations. Validate formatting, prompt…
C 66 5⁄4 ◉ ⏳ 48 62 N/A 20 95 100
10186
DatalisHQ
60+ Meta Ads tools for AI agents: audits, campaign management, audiences and CA…
C 66 5⁄5 ◉ ⏳ 72 43 — 49 70 96
10187
srijanshukla18
xray ⚡ Claim
Progressive code-intelligence MCP server: map project structure, fuzzy-find sym…
C 66 5⁄4 ◉ ⏳ 72 31 N/A 43 90 90
10188
pc-style
An MCP server that enables AI clients to delegate tasks to autonomous developer…
C 66 5⁄5 ◉ ⏳ 69 100 — 24 81 40
10189
mattiaperi
Provides access to real-time weather data, 5-day forecasts, and air quality inf…
C 66 5⁄5 ◉ ⏳ 68 38 — 43 81 100
10190
amankale376
Enables comprehensive LinkedIn profile search, data extraction, and contact enr…
C 66 5⁄5 ◉ ⏳ 60 62 — 22 81 96
10191
newageflyfish-max
volthq ⚡ Claim
Compute price oracle for AI agents. Compare inference pricing across 8 provider…
C 66 5⁄4 ◉ ⏳ 72 37 — 32 90 91
10192
jjsantos01
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact wi…
C 66 5⁄4 ◉ ⏳ 72 26 N/A 48 87 99
10193
AvinashBole
Quip MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to direc…
C 66 5⁄5 ◉ ⏳ 63 50 — 43 71 100
10194
13rac1
A Model Context Protocol server that enables AI assistants to access and contro…
C 66 5⁄4 ◉ ⏳ 57 55 N/A 22 94 93
10195
rcoldwell
Enables AI assistants to search and retrieve records from the Digital Guitar Ar…
C 66 5⁄5 ◉ ⏳ 60 56 — 27 83 96
10196
msuicaut
MeSH MCP ⚡ Claim
Connects Claude to the U.S. National Library of Medicine MeSH APIs to search an…
C 66 5⁄5 ◉ ⏳ 70 36 — 45 82 93
10197
joepangallo
Payment gateway for autonomous AI agents. Single gateway key for tool discovery…
C 66 6⁄6 ◉ ⏳ 78 75 0 67 81 99
10198
hedera-dev
A server that interfaces with the Hedera Testnet Mirror Node API, converting it…
C 66 5⁄5 ◉ ⏳ 72 56 — 19 80 89
10199
mo666-med
Automatically analyzes and dispatches user tasks to appropriate handlers, suppo…
C 66 5⁄5 ◉ ⏳ 72 100 N/A 25 95 17
10200
fciaf420
A personal MCP server for managing Meteora decentralized liquidity market maker…
C 66 5⁄5 ◉ ⏳ 60 62 — 23 81 97
Showing 10151–10200 of 69093 servers
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