MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10201
AgentWorkshop
A standardized interface for agent-to-agent communication that enables composab…
C 66 55 78 31 40 81 94
10202
shanggqm
Provides weather forecast data for locations in China using the HeFeng Weather …
C 66 55 80 70 18 80 64
10203
suriya-ML
An MCP server for intelligent log analysis providing semantic search, error pat…
C 66 55 63 55 45 80 85
10204
GALIAIS
SiYuan MCP Server Claim 1
An MCP server for SiYuan Note that enables comprehensive management of notebook…
C 66 55 63 65 N/A 68 95 39
10205
inventer-dev
Internet speed testing with network performance metrics including download/uplo…
C 66 55 66 33 68 82 88
10206
mclenhard
mcp-evals Claim
A Node.js package and GitHub Action for evaluating MCP (Model Context Protocol)…
C 66 64 96 56 0 66 95 86
10207
alanedavis
A Model Context Protocol server for Marketing Connect AI integrations that prov…
C 66 55 63 58 24 81 94
10208
JayDevelops
Pokemon MCP Server Claim
Enables users to access comprehensive Pokemon data through the PokeAPI, includi…
C 66 55 70 100 25 81 38
10209
BobGod
A Model Context Protocol server that enables AI tools to automatically publish …
C 66 54 45 73 N/A 48 90 75
10210
siddhantbajaj
Shopify MCP Server Claim 1
This MCP server connects clients with Shopify store data, enabling retrieval of…
C 66 55 78 41 35 81 87
10211
beekmarks
WASM MCP Server Claim 1
This server enables running a Model Context Protocol in a web browser with func…
C 66 55 78 60 21 77 83
10212
hew
An MCP server that evaluates product designs against Dieter Rams' 10 principles…
C 66 55 39 82 N/A 18 95 90
10213
sascodiego
A comprehensive Model Context Protocol server that integrates Vibe Coding metho…
C 66 55 90 31 24 81 90
10214
fabkho
nuxt-i18n-mcp Claim 1
MCP server for managing i18n translations in Nuxt projects.
C 66 54 75 0 N/A 79 90 97
10215
jezweb
OpenAI MCP Claim 1
A Model Context Protocol server enabling AI assistants to generate images throu…
C 66 55 75 41 37 81 90
10216
lourencomaciel
sift-gateway Claim
Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-…
C 66 64 90 42 0 86 87 100
10217
randyandrade
AGI MCP Server Claim 1
Enables persistent memory for AI systems by providing tools for episodic, seman…
C 66 55 78 82 33 78 41
10218
u14app
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP…
C 66 64 82 65 0 80 95 84
10219
amanueltefera843110
Enables AI assistants to create and delete GitHub repositories with customizabl…
C 66 55 78 43 18 80 100
10220
mapdevsaikat
Geocode addresses, lookup administrative boundaries, and process DigiPin codes …
C 66 64 86 73 0 60 83 93
10221
jlfwong
A Model Context Protocol server that enables Claude to search and access detail…
C 66 55 57 70 22 80 91
10222
K1ta141k
MCP Desktop Tools Claim 1
An MCP server that provides Claude with comprehensive desktop automation capabi…
C 66 55 45 100 N/A 27 95 52
10223
lifestylearb
tokenmonkey Claim
P2P wagering protocol for AI agents on Solana. Coinflip & dice challenges for U…
C 66 54 60 66 N/A 25 74 99
10224
wllcnm
MCP Reddit Server Claim 2
A Model Context Protocol server that enables AI assistants like Claude to brows…
C 66 55 57 53 37 82 99
10225
Dhruta25
Enables users to track and manage daily expenses through SQLite storage, suppor…
C 66 66 52 66 89 22 81 73
10226
mlsloynaz
mcp-sqlserver Claim 1
An MCP server for Microsoft SQL Server that enables executing read-only queries…
C 66 55 59 100 30 81 44
10227
alicankiraz1
Cursor n8n Builder Claim
Enables AI assistants in Cursor IDE to manage n8n workflows through the n8n RES…
C 65 66 92 68 0 53 80 95
10228
awwaiid
An MCP server for basic local taskwarrior usage (add, update, remove tasks)
C 65 54 59 55 N/A 44 77 90
10229
Farad-Labs
Nexar MCP Server Claim
Enables searching for electronic components, comparing prices across distributo…
C 65 55 60 42 42 82 96
10230
ainightshift
Enables retrieval and analysis of Google Trends data for any search term over t…
C 65 55 60 66 24 81 86
10231
hasmcp
hasmcp-ce Claim
HasMCP Community Edition
C 65 54 92 43 N/A 50 90 41
10232
zchaffee1
MCP Server Claim
A server implementing Model Coupling Protocol for HDF5 file operations, Slurm j…
C 65 54 60 31 N/A 37 95 99
10233
SimonUTD
AI Cognitive Nexus Claim
Enables dynamic creation and orchestration of hierarchical AI agent teams with …
C 65 55 66 61 24 81 81
10234
isaacgounton
A Model Context Protocol server that integrates with Brave Search API to provid…
C 65 55 57 66 23 81 88
10235
hemangbhavasar
Enables LLMs to interact with Oracle Databases by providing specific table and …
C 65 55 84 28 41 71 98
10236
tedlikeskix
Provides IP geolocation services using IP-API.com without requiring an API key,…
C 65 55 60 56 15 83 100
10237
frotaadriano
Enables nutritional analysis of food descriptions by integrating with OpenAI's …
C 65 64 84 71 0 41 95 93
10238
MusaddiqueHussainLabs
mhlabs_mcp_tools Claim 1
An MCP server that provides text preprocessing, NLP components, and document an…
C 65 54 45 48 N/A 58 90 89
10239
BACH-AI-Tools
Zoopla MCP Server Claim
Enables access to UK property listings, price estimates, agent information, and…
C 65 55 56 100 45 81 35
10240
alexjsmith0115
Synapse Claim 2
Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep struc…
C 65 54 90 27 N/A 29 87 80
10241
jacepark12
A MCP server for TickTick that enables interacting with your TickTick task mana…
C 65 55 69 43 26 82 99
10242
SeoNaRu
Persona MCP Server Claim
AI-powered persona analysis and Focus Group Interview (FGI) system that creates…
C 65 55 72 58 21 81 79
10243
codingthefuturewithai
Screenshot MCP Server Claim 2
Enables AI tools to capture and process screenshots of a user's screen, allowin…
C 65 54 78 30 N/A 16 92 100
10244
qiao-925
Enables AI agents to recognize and extract text from images using PaddleOCR, su…
C 65 55 72 70 N/A 32 95 44
10245
Xumingmingming
A zero-configuration MCP server enabling AI assistants to interact with Feishu …
C 65 55 60 67 41 81 68
10246
samson-art
transcriptor-mcp Claim 1
Transcriptor MCP is your choice when you need transcripts and metadata for AI, …
C 65 66 75 71 0 81 80 93
10247
maybeswapnil
A production-ready Model Context Protocol server that integrates with ServiceNo…
C 65 55 76 41 29 80 91
10248
robcerda
Connects Claude to the RentCast API to provide tools for accessing property val…
C 65 55 74 40 23 81 98
10249
PhialsBasement
MCP Server for the GitHub API, providing features for file operations, reposito…
C 65 55 69 56 20 81 86
10250
rsys-vtiwari
US NWS alerts by state and short-term (next 5 periods) point forecasts.
C 65 54 60 37 N/A 30 94 100
Showing 10201–10250 of 67197 servers
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