MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11351
mcpmessenger
Exposes LangChain agent capabilities through the Model Context Protocol, enabli…
C 63 5⁄5 ◉ ⏳ 78 71 — 36 81 36
11352
michaelbuckner
ServiceNow MCP Server ⚡ Claim 1
A Model Context Protocol server enabling AI agents to access and manipulate Ser…
C 63 5⁄5 ◉ ⏳ 33 71 — 45 81 90
11353
anjulbhatia
Enables personal finance management through conversational AI, including expens…
C 63 5⁄5 ◉ ⏳ 60 67 — 19 81 76
11354
SkanderBS2024
Zoho CRM MCP Server ⚡ Claim 1
A Model Context Protocol server that integrates AI assistants with Zoho CRM, en…
C 63 5⁄4 ◉ ⏳ 45 43 N/A 41 90 99
11355
MarvelEyiosa
Enables AI systems to remember interactions, understand document context throug…
C 63 5⁄5 ◉ ⏳ 72 56 — 19 81 72
11356
joaquinsoza
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
C 63 5⁄5 ◉ ⏳ 45 70 — 23 81 88
11357
pbohannon
Notion API MCP Server ⚡ Claim 1
Enables advanced todo list management and content organization using Notion's A…
C 63 5⁄5 ◉ ⏳ 90 58 — 38 81 34
11358
ninad7007
A Model Context Protocol server that enables AI tools to interact with Supabase…
C 63 5⁄5 ◉ ⏳ 45 68 — 34 81 85
11359
springwq
An implementation that enables AI models to access and analyze Kayzen advertisi…
C 63 5⁄5 ◉ ⏳ 54 61 — 22 81 92
11360
kukapay
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
C 63 5⁄5 ◉ ⏳ 50 40 — 49 81 100
11361
curtis-d-williams
A deterministic, read-only MCP server that enforces license headers in tracked …
C 63 5⁄4 ◉ ⏳ 50 32 N/A 50 92 95
11362
StacklokLabs
mkp Claim 1
MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-pow…
C 63 5⁄5 ◉ ⏳ 78 36 — 81 82 40
11363
puran-water
An intelligent MCP server for the automated design and sizing of aerobic biolog…
C 63 5⁄5 ◉ ⏳ 84 26 — 30 81 85
11364
Maxbleu
MCP Server F1Data ⚡ Claim
Enables interaction with Formula 1 data through LLM interfaces like Claude. Pro…
C 63 5⁄4 ◉ ⏳ 62 32 N/A 63 77 88
11365
webcoderz
MCP-Geo ⚡ Claim 1
Geocoding MCP server for nominatim, ArcGIS, Bing
C 63 5⁄4 ◉ ⏳ 50 31 N/A 46 92 99
11366
guhank
Provides AI agents access to over 200 AI models and 10 service categories via a…
C 63 5⁄5 ◉ ⏳ 88 10 — 32 80 97
11367
ljs11111
Enables large language models to access user geolocation information through Ed…
C 63 5⁄5 ◉ ⏳ 66 27 — 39 82 98
11368
vinaykp
A server implementation of the Model Context Protocol (MCP) that provides REST …
C 63 5⁄4 ◉ ⏳ 54 37 N/A 23 95 100
11369
trtyr
MCP-Gateway ⚡ Claim
MCP-Gateway
C 63 5⁄5 ◉ ⏳ 60 31 — 47 81 97
11370
mchlkim
Enables users to monitor and query Zabbix infrastructure through natural langua…
C 63 5⁄5 ◉ ⏳ 66 73 — 24 81 58
11371
IAcomunIA
CoinGecko MCP Server ⚡ Claim 1
A Model Context Protocol server that connects Gemini CLI with CoinGecko's API, …
C 63 5⁄5 ◉ ⏳ 41 82 — 22 81 83
11372
MRIIOT
XMI MCP Server ⚡ Claim 3
An MCP server for querying and exploring SysML XMI models, specifically designe…
C 63 5⁄5 ◉ ⏳ 75 57 N/A 29 92 49
11373
nikhilchintawar
An MCP server that enables searching for messages and listing channels within a…
C 63 5⁄5 ◉ ⏳ 57 63 — 35 82 74
11374
cheongqinxue
Enables safe Python code execution in isolated Docker containers through the Ag…
C 63 5⁄5 ◉ ⏳ 60 52 — 24 81 93
11375
tarcisiodier
MikroTik MCP ⚡ Claim 1
A bridge between AI assistants and MikroTik RouterOS devices, allowing natural …
C 63 5⁄5 ◉ ⏳ 72 74 — 36 81 39
11376
ttjslbz001
AKShare MCP Server ⚡ Claim 2
A Model Context Protocol server that enables Claude Desktop to access and analy…
C 63 5⁄5 ◉ ⏳ 63 55 — 23 81 83
11377
freshmurry
A template for deploying MCP servers to Cloudflare Workers without authenticati…
C 63 5⁄5 ◉ ⏳ 48 70 — 27 81 83
11378
crewAIInc
this is my first mcp
C 63 5⁄4 ◉ ⏳ 66 22 N/A 36 95 91
11379
xncbf
ChatGPT MCP Server ⚡ Claim 1
A Model Context Protocol server that allows AI assistants to communicate with t…
C 63 5⁄4 ◉ ⏳ 51 25 N/A 64 95 87
11380
nickcham
MCP Worker OAuth ⚡ Claim 1
A Model Context Protocol server template for Cloudflare Workers with GitHub OAu…
C 63 5⁄5 ◉ ⏳ 45 67 — 21 81 94
11381
jefferythewind
Provides GPU-accelerated gradient boosting model training and inference through…
C 63 6⁄6 ◉ ⏳ 94 67 0 32 81 96
11382
jot-s-bindra
Enables deployment of Model Context Protocol servers on Cloudflare Workers with…
C 63 5⁄5 ◉ ⏳ 48 70 — 26 84 83
11383
regismesquita
A2A MCP Server ⚡ Claim 1
An MCP server that enables Claude Desktop to communicate with A2A protocol agen…
C 63 5⁄5 ◉ ⏳ 51 63 — 19 81 95
11384
nguyendinhsinh361
FastAPI-MCP ⚡ Claim
A zero-configuration tool that automatically converts FastAPI endpoints into Mo…
C 63 5⁄5 ◉ ⏳ 84 50 — 60 81 32
11385
TavoElgueaLopez
A template for deploying an MCP server without authentication on Cloudflare Wor…
C 63 5⁄5 ◉ ⏳ 48 70 — 29 84 79
11386
GongRzhe
Enables Claude and other AI assistants to interact with your computer's audio s…
C 63 5⁄4 ◉ ⏳ 66 31 N/A 37 84 97
11387
juancsanchez
Alegra MCP Server ⚡ Claim 1
A Model Context Protocol server that enables LLMs to securely interact with Ale…
C 63 5⁄5 ◉ ⏳ 51 100 — 27 81 43
11388
craigsdennis
A remote MCP server that can be deployed on Cloudflare Workers without requirin…
C 63 5⁄4 ◉ ⏳ 48 58 N/A 21 95 84
11389
DanielRSnell
PostgreSQL MCP Server ⚡ Claim 1
Provides read-only access to PostgreSQL databases, enabling LLMs to inspect dat…
C 63 5⁄5 ◉ ⏳ 72 50 — 16 71 97
11390
mauricioTechDev
Weather MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI models to fetch weather alerts …
C 63 5⁄5 ◉ ⏳ 45 63 — 18 81 100
11391
bretbouchard
Where's Waldo Rick ⚡ Claim 1
An MCP server that provides agentic vision capabilities for visual regression t…
C 63 5⁄5 ◉ ⏳ 51 62 — 27 81 86
11392
Linkingooo
renderdoc-mcp ⚡ Claim
Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debu…
C 63 5⁄4 ◉ ⏳ 72 28 N/A 30 87 92
11393
LuciferForge
agent-safety-mcp ⚡ Claim 1
Unified MCP safety server that detects prompt injection (75 patterns), scans LL…
C 63 5⁄5 ◉ ⏳ 66 31 — 43 78 95
11394
nasoma
Enables users to manage airtime transactions through the Africa's Talking API, …
C 63 5⁄5 ◉ ⏳ 60 31 — 49 80 99
11395
mistral-mcp-hackathon
Team MCP Server ⚡ Claim
Provides team information retrieval capabilities through HTTP streaming transpo…
C 63 5⁄5 ◉ ⏳ 62 31 — 45 81 95
11396
DavooxBv2
clishop ⚡ Claim
Order anything from your terminal — search, buy, track, and manage via MCP tool…
C 63 6⁄4 ◉ ⏳ 74 75 0 51 83 98
11397
mihgen
A serverless solution for deploying authentication-free Model Context Protocol …
C 63 5⁄5 ◉ ⏳ 48 68 — 21 81 88
11398
fhp101ml
A conversational copilot that guides users through the Knowledge Discovery in D…
C 63 5⁄4 ◉ ⏳ 54 56 N/A 25 90 84
11399
WGalyean50
Enables AI-powered analysis of sales call transcripts through natural language …
C 63 5⁄4 ◉ ⏳ 66 27 N/A 26 95 94
11400
BochaAI
Bocha Search MCP ⚡ Claim
An AI-focused search engine that enables AI applications to access high-quality…
C 63 5⁄5 ◉ ⏳ 66 46 — 27 80 90
Showing 11351–11400 of 69093 servers
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