MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6351
tagny
Tagny MCP Server ⚡ Claim
Enables web browsing capabilities for locally served LLMs through URL text fetc…
B 72 5⁄5 ◉ ⏳ 82 31 — 71 81 99
6352
ningen
Enables searching and browsing Qiita articles, including filtering by tags and …
B 72 5⁄5 ◉ ⏳ 72 72 — 29 80 98
6353
mastrophot
near-wallet-manager ⚡ Claim 1
MCP server for NEAR wallet creation, balance checks, and transaction signing.
B 72 5⁄4 ◉ ⏳ 63 61 N/A 58 87 89
6354
op7418
Generative-UI-MCP ⚡ Claim
MCP server that teaches AI models to generate interactive visualizations — char…
B 72 5⁄5 ◉ ⏳ 76 60 N/A 37 83 96
6355
mindflowedstudios
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for comprehensive co…
B 72 5⁄5 ◉ ⏳ 84 68 — 29 76 91
6356
meharajM
agent-loop-mcp ⚡ Claim
Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp
B 72 5⁄4 ◉ ⏳ 72 58 N/A 37 92 95
6357
tellahq
Provides comprehensive access to the Plain.com API with over 70 tools for manag…
B 72 5⁄5 ◉ ⏳ 68 72 — 32 82 100
6358
microsoft
mcp-for-beginners ✓ Claim
This open-source curriculum introduces the fundamentals of Model Context Protoc…
B 72 5⁄4 ◉ ⏳ 90 25 N/A 57 90 95 JU
6359
reallycleansauce
Enables interaction with Overseerr API to manage movie and TV show requests, al…
B 72 5⁄5 ◉ ⏳ 84 66 — 22 80 96
6360
houtj
mcp-server-dlis Claim 1
A Model Context Protocol server that provides DLIS (Digital Log Interchange Sta…
B 72 5⁄4 ◉ ⏳ 77 56 N/A 39 92 91
6361
LeonNonnast
A lightweight server that provides curated, high-quality prompts for common dev…
B 72 5⁄5 ◉ ⏳ 86 91 — 43 81 46
6362
0GiS0
Cómo crear MCP Servers y usarlos con GitHub Copilot Chat 🚀💻🤖
B 72 5⁄4 ◉ ⏳ 72 62 N/A 28 89 100
6363
Revenant30102000
Provides AI assistants with access to authentic World of Tanks Blitz game data …
B 72 5⁄4 ◉ ⏳ 66 57 N/A 42 95 95
6364
bitnovo
MCP Bitnovo Pay ⚡ Claim
Enables AI agents to create cryptocurrency payments, check payment status, gene…
B 72 5⁄5 ◉ ⏳ 78 46 — 71 81 87
6365
topher66
Droid Bar MCP Server ⚡ Claim 1
Enables AI agents to visit a virtual bar and interact with SERVO, an AI bartend…
B 72 5⁄5 ◉ ⏳ 86 52 — 29 82 100
6366
arre-ankit
A simple server that integrates with Claude to allow querying and manipulating …
B 72 5⁄5 ◉ ⏳ 90 61 — 20 81 94
6367
mondweep
An MCP server that allows AI models to control YouTube Music playback through G…
B 72 5⁄4 ◉ ⏳ 75 58 N/A 34 95 90
6368
maorcc
gimp-mcp ⚡ Claim
GIMP MCP server
B 72 5⁄4 ◉ ⏳ 78 36 N/A 59 95 94
6369
BierschneiderEmanuel
Provides advanced document search and processing capabilities through vector st…
B 72 5⁄5 ◉ ⏳ 90 50 — 36 81 93
6370
MyunghoBae
Provides secure and efficient tools for codebase analysis, including file manag…
B 72 5⁄5 ◉ ⏳ 60 60 — 70 81 93
6371
realpeterz
Mask Editor Claim
Allows users to upload images and paint selections with a brush tool to generat…
B 72 5⁄4 ◉ ⏳ 74 57 N/A 35 92 94
6372
Phenomenai-org
ai-dictionary-mcp ⚡ Claim 1
An MCP server that gives AI systems access to Phenomenai — a living glossary of…
B 72 5⁄4 ◉ ⏳ 76 33 N/A 66 90 98
6373
jpmonette
Salesforce MCP ⚡ Claim
Enables interaction with Salesforce API using jsforce, allowing users to query …
B 72 5⁄5 ◉ ⏳ 72 58 — 55 81 94
6374
ericbrown
project-context-mcp ⚡ Claim 1
Exposes `.context/` folder files as MCP resources, giving Claude Code instant a…
B 72 5⁄4 ◉ ⏳ 64 38 N/A 71 92 100
6375
pwilkin
SearXNG MCP Server ⚡ Claim 1
An MCP server that allows searching through public SearXNG instances by parsing…
B 72 5⁄5 ◉ ⏳ 63 100 — 53 81 56
6376 B 72 5⁄4 ◉ ⏳ 72 60 N/A 54 90 79
6377
mario-andreschak
A Model Context Protocol server that enables LLMs to interact with a GameBoy em…
B 72 5⁄4 ◉ ⏳ 59 58 N/A 45 95 100
6378
mmruesch12
A TypeScript-based MCP server that implements a simple notes system, allowing u…
B 72 5⁄5 ◉ ⏳ 78 68 — 23 81 98
6379
alimbenhelal-pro
50 AI tools for D365 F&O: X++ search, ADO integration, code gen, security traci…
B 72 6⁄6 ◉ ⏳ 78 80 73 23 81 85
6380
HorkyChen
A simple FastAPI-based MCP server that provides book-related tools, currently s…
B 72 5⁄4 ◉ ⏳ 86 33 N/A 40 95 100
6381
chris-jelly
py-todoist-mcp ⚡ Claim
A Python MCP server that enables AI assistants to manage Todoist tasks and proj…
B 72 5⁄5 ◉ ⏳ 80 43 — 51 82 100
6382
amidabuddha
Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP prot…
B 72 5⁄5 ◉ ⏳ 78 62 — 45 81 89
6383
kentra
Enables LLMs to control a two-track robot through movement commands, providing …
B 72 5⁄5 ◉ ⏳ 54 82 N/A 25 95 95
6384
yzfly
ArXiv Paper MCP ⚡ Claim 1
Provides paper search, PDF link retrieval, and content parsing for arXiv resear…
B 72 5⁄5 ◉ ⏳ 80 60 — 44 82 88
6385
kimwwk
repocrunch ⚡ Claim
MCP server that gives AI agents structured, ground-truth GitHub repository inte…
B 72 5⁄4 ◉ ⏳ 70 37 N/A 67 94 94
6386
landicefu
A Model Context Protocol server that enables AI assistants to interact with And…
B 72 5⁄4 ◉ ⏳ 63 60 N/A 51 87 100
6387
vmanoilov
zen-mcp-server ⚡ Claim 2
B 72 5⁄4 ◉ ⏳ 96 41 N/A 42 94 78
6388
jphyqr
Enables AI assistants to register prompts for security verification, checking f…
B 72 5⁄5 ◉ ⏳ 90 60 — 27 80 92
6389
jschoemaker
driftguard-mcp ⚡ Claim 1
MCP server for DriftGuard — exposes AI conversation drift scores and session he…
B 72 5⁄5 ◉ ⏳ 69 75 N/A 30 95 80
6390
tietiezhi-1216
A Bun-based MCP server designed for processing and segmenting long-form novel t…
B 72 4⁄4 ◉ ⏳ 60 N/A N/A 32 95 95
6391
OguntolaIbrahim
image-viewer ⚡ Claim 1
InChat Image Viewer MCP - View images inline in AI chat by just providing the f…
B 72 5⁄4 ◉ ⏳ 78 55 N/A 26 90 100
6392
AndacGuven
Site Crawler MCP ⚡ Claim 1
An MCP server for crawling websites and extracting comprehensive data including…
B 72 5⁄5 ◉ ⏳ 75 100 — 39 81 52
6393
Theorhd
Enables PDF generation from HTML, text, and Markdown content with customizable …
B 72 5⁄4 ◉ ⏳ 78 58 N/A 26 95 93
6394
sbfulfil
Provides access to PostgreSQL database schemas and metadata, allowing MCP-compa…
B 72 5⁄4 ◉ ⏳ 78 56 N/A 19 95 99
6395
aoprisan
Converts Markdown files and standalone Mermaid diagrams into high-quality PDF o…
B 72 5⁄5 ◉ ⏳ 78 100 N/A 21 95 44
6396
kambleaa007
weather Claim 1
An MCP server for weather information.
B 72 5⁄4 ◉ ⏳ 71 56 N/A 41 92 96
6397
markswendsen-code
Allows users to search for products, access detailed nutritional and allergen i…
B 72 5⁄5 ◉ ⏳ 90 52 — 30 80 99
6398
Atakan-Emre
Enables LLM clients to generate standardized test cases, perform quality contro…
B 72 5⁄5 ◉ ⏳ 72 51 — 76 83 81
6399
betancur
Keynote-MCP Claim 1
A Model Context Protocol server that enables AI assistants to control Keynote p…
B 72 5⁄4 ◉ ⏳ 75 53 N/A 41 95 92
6400
web-agent-master
Provides real-time Google search capabilities to AI assistants like Claude, byp…
B 72 5⁄4 ◉ ⏳ 76 63 N/A 38 90 82
Showing 6351–6400 of 69027 servers
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