MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3301
r-pedraza
Enables comprehensive translation management through POEditor's API with projec…
B 76 55 72 68 55 81 100
3302
vicpeacock
Comprehensive MCP server for Google Maps APIs, enabling geocoding, place search…
B 76 55 88 67 31 83 100
3303
markswendsen-code
KFC MCP Server Claim 2
An MCP server that enables users to interact with KFC's online ordering system …
B 76 54 85 62 N/A 30 90 99
3304
elsahafy
ux-mcp-server Claim 3
UX toolkit: 28 knowledge resources, 23 analysis tools & 4 workflow prompts for …
B 76 55 90 83 N/A 59 94 40
3305
tofunori
MCP Jupyter Complete Claim 1
A Model Context Protocol server for comprehensive Jupyter notebook manipulation…
B 76 55 75 78 N/A 28 95 90
3306
gitskyflux
An interface for interacting with Google Firestore databases directly through C…
B 76 55 90 60 44 80 99
3307
lee3604
Turns an Obsidian vault into a local Model Context Protocol server that allows …
B 76 54 74 71 N/A 41 89 96
3308
blazickjp
Enables web browsing capabilities using BeautifulSoup4
B 76 54 90 56 N/A 41 92 91
3309
kitao
pyxel-mcp Claim 1
MCP server for [Pyxel](https://github.com/kitao/pyxel) retro game engine, enabl…
B 76 55 57 82 N/A 55 95 91
3310
fl0w1nd
Grok Image MCP Claim
MCP server for generating and editing images using xAI's Grok image model, supp…
B 76 54 68 75 56 88 90
3311
CleverMobi
Enables interaction with Glitchtip error tracking platform through natural lang…
B 76 55 86 61 45 81 99
3312
thebusted
Enables secure MySQL database operations through natural language with built-in…
B 76 55 84 61 54 81 97
3313
dnnyngyen
iron-manus-mcp Claim
Enables AI workflow orchestration with an 8-phase process, task delegation via …
B 76 54 84 37 N/A 86 92 85
3314
YannBrrd
Simple Snowflake MCP server that works behind a corporate proxy. Read and write…
B 76 55 78 62 59 78 100
3315
wiseriai
lucid-mcp Claim
AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…
B 76 54 76 57 N/A 55 90 98
3316
tcarac
taskboard Claim
Local project management with Kanban UI, CLI, and MCP server for AI assistants.…
B 76 54 94 31 N/A 81 87 92
3317
rhdeck
Checks username availability and retrieves account information across major soc…
B 76 55 90 58 44 82 100
3318
CrBatista
Enables AI agents to interact with GitHub through OAuth-authenticated operation…
B 76 55 90 70 24 81 98
3319
Sacode
SearxNG MCP Server Claim
Provides web search capabilities using SearxNG, allowing AI assistants like Cla…
B 76 55 82 60 60 83 92
3320
Developerayo
Concordium mcp-sever for interacting with the concordium chain
B 76 55 96 57 41 81 95
3321
fringemonkey
NetBox MCP Server Claim 2
Enables interaction with NetBox infrastructure management platform to query and…
B 76 55 100 91 36 81 53
3322
neo4j-field
An MCP server that enables LLMs to perform vector search, fulltext search, comb…
B 76 55 73 73 62 80 91
3323
watchdealer-pavel
DeepL MCP Server Claim 1
A Model Context Protocol server that provides DeepL translation capabilities, a…
B 76 55 71 77 52 81 96
3324
donnel666
UART MCP Server Claim 1
Enables AI assistants to communicate with serial port devices, supporting port …
B 76 54 88 65 N/A 66 95 61
3325
nietus
anki-mcp Claim
MCP server for anki
B 76 55 84 82 N/A 30 95 74
3326
Saik0s
Facilitates browser automation with custom capabilities and agent-based interac…
B 76 55 72 68 60 82 95
3327
bigbugAi
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and…
B 76 55 72 73 52 81 97
3328
deepset-ai
hayhooks Claim
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
B 76 55 90 38 N/A 82 82 93
3329
JonaFly
RedNote MCP Claim
A server that enables access to Xiaohongshu (Little Red Book) content, allowing…
B 76 54 76 71 N/A 48 95 85
3330
gitmotion
ntfy-me-mcp Claim
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted …
B 76 55 72 71 67 81 89
3331
Anandb71
arbor Claim
The Graph-Native Intelligence Layer for Code.
B 76 54 96 22 N/A 77 95 91
3332
SecretiveShell
MCP-searxng Claim 2
An MCP Server to connect to searXNG instances
B 76 54 79 57 N/A 45 92 100
3333
datalayer
jupyter-mcp-server Claim
Model Context Protocol (MCP) Server for Jupyter.
B 76 54 67 62 N/A 61 95 93
3334
nqmn
Enables SSH remote access to servers through Claude, allowing users to execute …
B 76 55 90 63 38 81 95
3335
houtini-ai
fmp Claim
Access financial data and market information via Financial Modeling Prep API
B 76 54 78 65 N/A 59 83 93
3336
Shigakuresama
Canvas MCP Server Claim 1
Provides read-only access to Canvas LMS for students to retrieve courses, assig…
B 76 55 94 67 24 83 94
3337
yshan2028
mcp-pdf-reader Claim
B 76 54 78 56 N/A 44 95 99
3338
JoshTrebilco
Faber MCP Server Claim 1
Enables the deployment and management of Laravel applications on Faber servers …
B 76 54 84 53 N/A 50 90 99
3339
Himanshu-Agg12
mcp-mysql-lens Claim
MCP server to connect MySQL DB for read-only queries. It offers accurate query …
B 76 55 90 56 47 81 98
3340
skills-mcp
Skills MCP Claim
Transform any AI agent into a domain expert by giving it access to modular, reu…
B 76 54 84 57 N/A 34 95 100
3341
ananddtyagi
gif-creator-mcp Claim 2
A MCP server for creating GIFs from your videos.
B 76 54 75 70 N/A 40 91 99
3342
MCPCat
webmcp-react Claim
React hooks for exposing your app's functionality as WebMCP tools - transport-a…
B 76 54 67 61 N/A 59 95 100
3343
kbadinger
Enables task and project management in TickTick through natural conversation, s…
B 76 55 76 82 42 80 94
3344
sandraschi
clawd-mcp Claim 1
Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to …
B 76 54 72 68 N/A 59 92 86
3345
geneontology
Noctua MCP Server Claim
Enables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) …
B 76 55 84 40 81 80 98
3346
CryptoAPIs-io
mcp-address-history Claim 3
MCP server for full transaction and token history on EVM and UTXO addresses via…
B 76 64 81 76 93 37 83 72
3347
pkolawa
Enables querying the Polish National Court Register (KRS) to retrieve current a…
B 76 54 74 62 53 95 92
3348
hovecapital
MCP server for read-only PostgreSQL database queries in Claude Desktop
B 76 54 63 56 N/A 68 95 100
3349
whiteside-daniel
Enables read-only interaction with Zoho CRM data through natural language queri…
B 76 55 74 82 N/A 24 95 89
3350
antbotlab
mac-use-mcp Claim
Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS…
B 76 54 62 66 N/A 64 95 96
Showing 3301–3350 of 67181 servers
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