MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12401
ilylty
JupyterMCP Claim
A Model Control Protocol (MCP) server that enables remote programmatic control …
C 61 5⁄5 ◉ ⏳ 66 38 — 16 81 93
12402
miguelyad26
Alpaca MCP Server ⚡ Claim 1
A Model Context Protocol server that enables LLMs like Claude to interact with …
C 61 5⁄5 ◉ ⏳ 51 43 — 36 76 100
12403
yescay
emailmcp ⚡ Claim
C 61 5⁄4 ◉ ⏳ 58 27 N/A 37 90 90
12404
nathan-bw
UniFi MCP Server ⚡ Claim
Enables managing UniFi networks through natural language, allowing users to mon…
C 61 6⁄6 ◉ ⏳ 84 67 0 35 76 98
12405
swonixs
Provides current weather and air quality data for any city using WeatherAPI, ea…
C 61 5⁄5 ◉ ⏳ 54 55 — 22 81 87
12406
rubenpenap
MCP Auth Claim
A remote MCP server implementation that demonstrates authentication and authori…
C 61 6⁄6 ◉ ⏳ 78 75 0 30 81 98
12407
xstraven
Enables educational and learning tasks including flashcard generation with Anki…
C 61 5⁄5 ◉ ⏳ 60 40 — 30 80 90
12408
tunamsyar
A demo MCP server that enables users to interact with various tools through nat…
C 61 5⁄4 ◉ ⏳ 68 31 N/A 16 95 85
12409
vjsr007
MCP Index Notes ⚡ Claim
Enables indexing and retrieving notes with full-text search using SQLite, plus …
C 61 5⁄5 ◉ ⏳ 72 57 — 32 81 51
12410
intentos-labs
beeper-mcp ⚡ Claim
Beeper provides transactions on BSC, including balance/token transfers, token s…
C 61 5⁄4 ◉ ⏳ 66 32 N/A 27 77 97
12411
apasupul
Enables anonymization and deanonymization of sensitive data in text using Micro…
C 61 5⁄5 ◉ ⏳ 48 51 — 19 81 100
12412
JesseEikeland
Provides access to 30+ Kali Linux penetration testing tools including Nmap, SQL…
C 61 5⁄4 ◉ ⏳ 66 33 N/A 25 88 87
12413
mehmetakinn
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
C 61 5⁄5 ◉ ⏳ 45 37 — 45 81 99
12414
smehmood
Modal MCP Server ⚡ Claim 1
An MCP server that enables AI agents to interact with Modal, allowing them to d…
C 61 5⁄5 ◉ ⏳ 53 41 — 40 76 98
12415
es617
obsidian-sync-mcp ⚡ Claim 1
Give AI agents access to your Obsidian vault via local files or Self-hosted Liv…
C 61 5⁄5 ◉ ⏳ 82 0 N/A 77 56 100
12416
wimjan123
Deploys a Model Context Protocol server on Cloudflare Workers without authentic…
C 61 5⁄5 ◉ ⏳ 48 68 — 21 81 82
12417
scmcphub
Infercnv-MCP ⚡ Claim
Provides a natural language interface for inferring Copy Number Variations (CNV…
C 61 5⁄5 ◉ ⏳ 68 61 — 39 82 44
12418
angrysky56
MCP-Creator-MCP ⚡ Claim
A meta-MCP server that helps users create new MCP servers through AI guidance, …
C 61 5⁄5 ◉ ⏳ 72 33 — 23 81 88
12419
Luko248
This server integrates with Mozilla Developer Network (MDN) documentation to su…
C 61 6⁄6 ◉ ⏳ 78 62 0 53 81 93
12420
mokemoke0821
Integration project for Model Context Protocol (MCP) servers with Claude Deskto…
C 61 5⁄5 ◉ ⏳ 80 51 — 27 81 50
12421
ag2-mcp-servers
An MCP Server that provides weather information by ZIP code using Interzoid's A…
C 61 5⁄4 ◉ ⏳ 45 52 N/A 21 89 91
12422
arebury
Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, …
C 61 6⁄6 ◉ ⏳ 78 72 0 51 81 86
12423
onurpolat05
n8n-asistans ⚡ Claim
Used to create an assistant integrated with n8n that can search n8n documentati…
C 61 5⁄5 ◉ ⏳ 54 31 — 44 81 96
12424
voxmenthe
Enables intelligent code analysis and search across repositories using the Code…
C 61 5⁄4 ◉ ⏳ 60 27 N/A 47 84 87
12425
daiji-sshr
Stateless Redmine MCP server. Credentials are passed per-request via HTTP heade…
C 61 5⁄5 ◉ ⏳ 72 0 N/A 59 81 100
12426
qingfeng
Provides AI assistants with access to real-time DeFi lending rates and yield da…
C 61 6⁄6 ◉ ⏳ 94 56 0 39 82 92
12427
MessengerFlow
Enables AI assistants to manage marketing campaigns, Facebook accounts, and lea…
C 61 6⁄6 ◉ ⏳ 76 68 0 55 80 92
12428
clarkemn
MCP server for asking questions about Prisma Cloud documentation
C 61 5⁄5 ◉ ⏳ 51 28 — 54 81 96
12429
Ricky610329
mup ⚡ Claim
MCP server that turns HTML MUP panels into interactive UI tools for LLMs.
C 61 5⁄4 ◉ ⏳ 90 0 N/A 48 89 76
12430
surya-madhav
MCP Web Tools Server ⚡ Claim 2
A Model Context Protocol server that allows LLMs to interact with web content t…
C 61 5⁄5 ◉ ⏳ 63 28 — 32 82 95
12431
honeybluesky
Unipile MCP Server ⚡ Claim 1
Enables AI models to interact with messages from various messaging platforms (M…
C 61 6⁄6 ◉ ⏳ 84 65 0 36 81 97
12432
dravidsajinraj-iex
Code Runner Claim
Execute JavaScript and Python code securely in isolated environments with compr…
C 61 6⁄4 ◉ ⏳ 80 67 0 29 90 92
12433
222wcnm
Track Bilibili creators and get the latest updates on videos, dynamics, and art…
C 61 6⁄6 ◉ ⏳ 76 72 0 48 81 87
12434
hannesj
openapi-schema ⚡ Claim 1
OpenAPI Schema Model Context Protocol Server
C 61 5⁄5 ◉ ⏳ 65 31 — 24 86 93
12435
ShiinaRuri
Enables deployment of MCP servers without authentication on Cloudflare Workers.…
C 61 5⁄5 ◉ ⏳ 48 67 — 21 81 80
12436
weidwonder
Crawl4AI MCP Server is an intelligent information retrieval server offering rob…
C 61 5⁄5 ◉ ⏳ 60 33 — 51 80 83
12437
abuttoncc
A tool server that enables large language models to directly access and utilize…
C 61 5⁄4 ◉ ⏳ 60 33 N/A 42 95 75
12438
VinayakTiwari1103
MCP-Smallest.ai Claim 1
A Model Context Protocol server implementation that provides a standardized int…
C 61 5⁄5 ◉ ⏳ 51 68 — 22 81 76
12439
discava
mcp-server ⚡ Claim
Search Millions of local businesses worldwide (Europe, Northamerica, Southameri…
C 61 5⁄5 ◉ ⏳ 72 10 — 50 81 94
12440
kukapay
hf-trending-mcp ⚡ Claim 1
An MCP server that tracks trending AI models, datasets, and spaces on Hugging F…
C 61 5⁄5 ◉ ⏳ 51 33 — 38 82 100
12441
docker-hackerxbt68
Enables Bitcoin Lightning wallet integration with LLMs through Nostr Wallet Con…
C 61 6⁄6 ◉ ⏳ 72 68 0 53 81 93
12442
offerland-cc
A template for deploying a remote MCP server on Cloudflare Workers without auth…
C 61 5⁄5 ◉ ⏳ 48 66 — 24 83 78
12443
zxfgds
MCP Code Indexer ⚡ Claim 1
A smart code retrieval tool based on Model Context Protocol that provides effic…
C 61 5⁄4 ◉ ⏳ 78 26 N/A 17 90 85
12444
Wildcard-Official
DeepContext ⚡ Claim 1
Adds symbol-aware semantic search to coding agents like Codex CLI and Claude Co…
C 61 6⁄4 ◉ ⏳ 94 65 0 55 88 61
12445
pramodbhatofficial
263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.
C 61 6⁄4 ◉ ⏳ 94 36 0 68 83 87
12446
HyperbolicLabs
Enables interaction with Hyperbolic's GPU cloud, allowing users to view availab…
C 61 6⁄4 ◉ ⏳ 74 71 0 50 87 85
12447
mikeysrecipes
Logseq MCP Tools ⚡ Claim 1
A Model Context Protocol server that enables AI agents to interact with a local…
C 61 5⁄4 ◉ ⏳ 39 37 N/A 41 95 95
12448
bharathvaj-ganesan
whois-mcp ⚡ Claim 1
MCP Server for whois lookups.
C 61 5⁄5 ◉ ⏳ 47 82 N/A 46 81 42
12449
derekdong-star
Enables interaction with the Boss直聘 recruitment platform to search for jobs and…
C 61 5⁄4 ◉ ⏳ 54 42 N/A 43 87 76
12450
onlineprfoundation
Search PR agencies, browse publications, buy press release distribution & media…
C 61 5⁄5 ◉ ⏳ 76 0 — 50 81 98
Showing 12401–12450 of 69111 servers
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