MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9351
DAWNCR0W
affine-mcp-server ⚡ Claim
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE works…
C 67 6⁄6 ◉ ⏳ 78 68 0 88 81 97
9352
xxflux
A TypeScript server that implements the Model Context Protocol, enabling AI-pow…
C 67 5⁄5 ◉ ⏳ 92 31 — 19 80 100
9353
LBJWt
FFmpeg MCP Tool ⚡ Claim
Enables image and video processing through FFmpeg, including compression, forma…
C 67 5⁄4 ◉ ⏳ 72 51 N/A 19 95 87
9354
valyc0
MCP MD2PDF Server ⚡ Claim
Provides tools for converting Markdown content and files into professional PDF …
C 67 5⁄5 ◉ ⏳ 78 51 — 16 81 97
9355
T-Campbell18
Mixpanel MCP Server ⚡ Claim 1
An MCP server that provides access to the Mixpanel REST API, enabling AI agents…
C 67 5⁄5 ◉ ⏳ 45 71 — 53 76 91
9356
tesla0225
MCP Create Server ⚡ Claim 1
A dynamic service that creates and manages Model Context Protocol (MCP) servers…
C 67 5⁄5 ◉ ⏳ 78 75 — 47 81 41
9357
praneybehl
An MCP server that provides code review functionality using OpenAI, Google, and…
C 67 5⁄5 ◉ ⏳ 57 58 — 49 81 91
9358
VibeCoding4-JC
PDP MCP Server ⚡ Claim 2
An MCP server that provides RAG-powered Q\&A regarding Indonesia's Law No. 27 o…
C 67 5⁄5 ◉ ⏳ 45 82 — 24 82 94
9359
jmhron
FastMail MCP Server ⚡ Claim 2
An MCP server that integrates with FastMail's JMAP API to manage mailboxes, sea…
C 67 5⁄5 ◉ ⏳ 57 66 — 36 80 91
9360
Sogrey
SQLite MCP Server ⚡ Claim
A universal SQLite database management tool that enables SQL query execution th…
C 67 5⁄4 ◉ ⏳ 60 40 N/A 37 95 100
9361
jhanglim
Enables Claude to interact with Mattermost through search functionality, user m…
C 67 5⁄5 ◉ ⏳ 88 83 — 26 81 39
9362
fish0710
Excel MCP Server ⚡ Claim
Provides Excel file manipulation capabilities without requiring Microsoft Excel…
C 67 5⁄5 ◉ ⏳ 78 36 — 39 80 97
9363
cexll
Executes TypeScript code in a secure sandbox with IPC-bridged access to MCP too…
C 67 5⁄4 ◉ ⏳ 72 33 N/A 32 95 95
9364
avahowell
offeryn Claim 1
Build tools for LLMs in Rust using Model Context Protocol
C 67 5⁄4 ◉ ⏳ 78 32 N/A 47 92 83
9365
sdancy10
Slack MCP Server ⚡ Claim 1
This MCP server provides integration with the Slack API via HTTP transport, all…
C 67 5⁄5 ◉ ⏳ 86 38 — 24 80 95
9366
arunrajece
Integrates Google Maps routing and traffic capabilities with Claude AI for adva…
C 67 5⁄5 ◉ ⏳ 86 53 — 18 78 86
9367
JoshuaRileyDev
An MCP server to list and launch applications on MacOS
C 67 5⁄4 ◉ ⏳ 65 57 N/A 20 82 100
9368
SeoNaRu
Enables AI agents to query Korean listed companies' financial statements, publi…
C 67 5⁄5 ◉ ⏳ 72 71 — 22 80 76
9369
jmagar
unraid-mcp ⚡ Claim
Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Su…
C 67 5⁄5 ◉ ⏳ 66 43 N/A 57 80 90
9370
rmarji
google-docs-mcp ⚡ Claim
C 67 6⁄4 ◉ ⏳ 88 75 0 47 92 95
9371
tengfone
A TypeScript-based MCP server for handling a simple notes system with NextJS th…
C 67 5⁄5 ◉ ⏳ 78 52 — 20 81 90
9372
goodfel10w
MCP Server für automatische Generierung professioneller Willkommenstexte für ne…
C 67 5⁄5 ◉ ⏳ 66 82 N/A 53 83 46
9373
PolarVista
Xcode MCP Server ⚡ Claim 3
A Model Context Protocol server that enables AI assistants to build and test Xc…
C 67 5⁄4 ◉ ⏳ 69 53 N/A 24 82 99
9374
suhitanantula
Implements the Lines-Loops-Vibes creativity operating system with tools for bui…
C 67 5⁄5 ◉ ⏳ 76 91 — 43 81 29
9375
spranjal3301
BlenderMCP ⚡ Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
C 67 5⁄4 ◉ ⏳ 66 33 N/A 44 95 96
9376
hoppo-chan
Memory Bank MCP ⚡ Claim
A Model Context Protocol plugin that helps AI assistants maintain persistent pr…
C 67 5⁄5 ◉ ⏳ 60 62 — 39 81 90
9377
genm
An MCP server that enables posting messages to Discord webhooks, allowing custo…
C 67 5⁄5 ◉ ⏳ 71 58 — 51 81 72
9378
alex-gon
The Game Crafter ⚡ Claim 1
Design, manage, and price tabletop games on The Game Crafter via MCP.
C 67 5⁄4 ◉ ⏳ 88 0 N/A 80 77 99
9379
thomasfevre
A TypeScript/Node.js server that enables creating, deploying, and bridging Omni…
C 67 5⁄5 ◉ ⏳ 60 58 — 41 81 91
9380
ccw33
Enables multimodal AI capabilities through GLM-4.5V API for image processing, v…
C 67 5⁄5 ◉ ⏳ 66 100 — 43 81 33
9381
tunanet
gitingest-mcp ⚡ Claim 1
An MCP server that wraps gitingest to enable Claude Code to analyze GitHub repo…
C 67 5⁄5 ◉ ⏳ 69 68 — 29 80 80
9382
moarshy
Transforms documentation repositories into interactive educational content and …
C 67 5⁄5 ◉ ⏳ 78 43 — 25 82 100
9383
jack-beanstalk-2022
A remote MCP server built with Node.js and TypeScript that enables tool calls a…
C 67 5⁄5 ◉ ⏳ 78 37 — 30 84 100
9384
sailaoda
search-fusion-mcp ⚡ Claim 1
🔍 High-Availability Multi-Engine Search Aggregation MCP Server - Intelligent Fa…
C 67 5⁄5 ◉ ⏳ 64 46 — 50 80 93
9385
Sunwood-ai-labs
SourceSage MCP ⚡ Claim 2
A TypeScript-based server that visualizes project directory structures in Markd…
C 67 5⁄5 ◉ ⏳ 72 100 N/A 43 87 16
9386
didacusdev
A collection of two MCP servers that enable querying One Piece anime characters…
C 67 5⁄5 ◉ ⏳ 60 57 — 44 82 88
9387
lyw405
Enables AI-driven frontend component design and code generation from natural la…
C 67 5⁄4 ◉ ⏳ 90 26 N/A 25 95 87
9388
gamittal-ak
Akamai Traffic MCP ⚡ Claim 1
Exposes the Akamai Reporting API v2 to enable traffic analysis, cache offload m…
C 67 5⁄5 ◉ ⏳ 60 71 — 25 82 89
9389
mnhlt
WebSearch ⚡ Claim 1
Enable your AI assistants to perform real-time web searches and retrieve the la…
C 67 5⁄5 ◉ ⏳ 55 62 N/A 45 81 91
9390
mikeysrecipes
BlenderMCP ⚡ Claim
Connects Blender to Claude AI through the Model Context Protocol (MCP), enablin…
C 67 5⁄4 ◉ ⏳ 66 32 N/A 44 95 99
9391
AyaanShaheer
Integrates the EduChain library to generate educational content including multi…
C 67 5⁄4 ◉ ⏳ 64 55 N/A 16 92 98
9392
akshaykylas94
Kylas CRM ⚡ Claim 2
MCP server for Kylas CRM: create, search, and manage leads. Requires KYLAS_API_…
C 67 5⁄5 ◉ ⏳ 45 82 N/A 26 83 92
9393
oneagentlabs
Provides real-time AI model pricing, cost estimation, and budget management too…
C 67 5⁄5 ◉ ⏳ 66 52 — 35 83 92
9394
kerlos
A template for building Model Context Protocol servers using Elysia and Bun run…
C 67 5⁄5 ◉ ⏳ 66 55 — 39 83 85
9395
Kshitij-21
Enables AI assistants to interact with the Zerodha trading platform for placing…
C 67 5⁄5 ◉ ⏳ 60 68 — 19 81 95
9396
standardbeagle
A high-performance server that provides clipboard access for AI assistants, spe…
C 67 5⁄4 ◉ ⏳ 70 33 N/A 49 92 91
9397
jimimatt
DWD MCP Server ⚡ Claim
Provides access to German Weather Service (DWD) data via the Bright Sky API, in…
C 67 5⁄5 ◉ ⏳ 74 38 — 48 81 92
9398
mahdin75
gis-mcp ⚡ Claim
A Model Context Protocol (MCP) server implementation that connects Large Langua…
C 67 5⁄5 ◉ ⏳ 64 33 N/A 74 82 87
9399
polocap
MCP Code Analyzer ⚡ Claim 1
An orchestrator that coordinates multiple security and quality tools like Semgr…
C 67 5⁄5 ◉ ⏳ 90 31 — 29 82 91
9400
wearesociety
Provides comprehensive wallet, token, and smart contract utilities for the Abst…
C 67 5⁄5 ◉ ⏳ 66 65 — 29 76 91
Showing 9351–9400 of 69070 servers
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