MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7301
xinthink
Reader MCP Server Claim 1
A Model Context Protocol server that connects MCP-compatible clients like Claud…
B 70 55 63 51 66 80 93
7302
jpalmerr
Hedgehog Claim 2
A Model Context Protocol server that manages structured technical spike investi…
B 70 54 69 38 N/A 48 95 100
7303
o6-webwork
Connects local LLMs to external tools (calculator, knowledge base) via MCP prot…
B 70 55 66 65 41 76 100
7304
banant2
foglift-mcp Claim 1
MCP server for website SEO + GEO analysis. Scan any URL to get scores across 5 …
B 70 55 79 31 70 78 95
7305
pauldub
AppSignal MCP Claim
Enables AI assistants to query and fetch error and performance monitoring data …
B 70 55 66 71 35 81 90
7306
SAK1337
Enables AI agents to query and analyze blockchain data from Dune Analytics, sup…
B 70 55 66 67 42 81 89
7307
avarant
A server that enables vector and keyword search capabilities in Typesense datab…
B 70 55 74 52 41 80 98
7308
m-siles
An MCP server for navigating thought processes using branches, supporting thoug…
B 70 55 71 57 50 80 87
7309
atriumn
tokencost-dev Claim
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
B 70 55 90 0 N/A 89 81 99
7310
Ansvar-Systems
polish-law-mcp Claim
Polish legislation via MCP — full-text search across statutes and provisions
B 70 55 90 33 N/A 49 82 93
7311
jkf87
Weather MCP Server Claim
Provides real-time weather information for major South Korean cities using the …
B 70 55 56 82 40 83 82
7312
seemethere
Cargo MCP Server Claim
Provides a suite of tools for running Cargo commands and interacting with Rust …
B 70 55 72 87 N/A 40 95 45
7313
benedict2310
A Model Context Protocol (MCP) server that provides LLMs with real-time access …
B 70 55 94 82 N/A 38 81 35
7314
jurasofish
MCPunk Claim 1
Chat with your codebase through intelligent code searching without embeddings b…
B 70 55 62 82 N/A 67 92 46
7315
LassiterJ
MCP Server Starter Claim 1
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
B 70 55 68 100 43 81 44
7316
abdqum
Enables comprehensive management of self-hosted or cloud Supabase instances wit…
B 70 55 86 43 29 81 99
7317
jskorlol
Creates compact skeleton representations of large JSON files by preserving stru…
B 70 55 78 91 27 81 55
7318
promokit
A Model Context Protocol server designed to integrate with Claude Desktop, allo…
B 70 54 63 68 N/A 23 95 90
7319
rodrigoai
Enables creating and managing customer records via an external API with Bearer …
B 70 55 84 58 24 80 92
7320
dbono711
Enables AI-powered network automation through natural language interactions wit…
B 70 55 78 43 47 81 100
7321
Rodrigo-JM
Enables advanced pattern management and synchronization for development workflo…
B 70 55 80 65 21 81 90
7322
Cactusinhand
mcp_server_notify Claim 1
A MCP server that send desktop notifications with sound effect when agent tasks…
B 70 54 59 61 N/A 48 89 94
7323
nick0918964388
Wraps IBM Maximo API services as MCP tools, enabling AI applications like Dify …
B 70 55 74 68 22 81 94
7324
bobtista
Enables AI agents to interact with the Honeybadger error monitoring service to …
B 70 55 66 62 47 82 92
7325
manimohans
Farcaster MCP Server Claim 2
Provides tools to interact with the Farcaster network, allowing AI models to fe…
B 70 55 66 100 48 80 43
7326
kennic
Provides AI-powered assistance for iOS developers using FrameLayoutKit, enablin…
B 70 54 78 47 N/A 42 90 88
7327
jfposton
Enables searching the Wake County Public Library catalog and all NC Cardinal li…
B 70 55 60 82 29 81 91
7328
Magic-Sauce
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
B 70 55 94 82 42 81 32
7329
michaeljiangmingfeng-debug
quanttogo-mcp-servers Claim 1
MCP servers for quantitative trading: live trading signals, market data, NAV hi…
B 70 55 72 100 49 81 38
7330
drapon
A toolkit for managing Claude desktop app extension configurations, enabling fe…
B 70 55 72 76 42 80 73
7331
PlayAINetwork
HyperEVM MCP Claim
Enables AI agents to interact with HyperLend protocol and Kittenswap DEX on Hyp…
B 70 55 72 57 47 77 93
7332
erniebrodeur
MCP-Grep Claim
A server implementation that exposes grep functionality through the Model Conte…
B 70 54 72 33 N/A 63 92 91
7333
PraneshASP
foundry-mcp-server Claim
An experimental MCP Server for foundry built for Solidity devs
B 70 55 66 58 N/A 54 81 91
7334
ghiloufibg
Enables automatic generation of complete Maven projects (applications, plugins,…
B 70 54 84 50 N/A 18 95 91
7335
bobmatnyc
A cloud-based vector memory service that provides AI assistants with persistent…
B 70 55 78 43 45 81 97
7336
akramIOT
MCP_AI_SOC_Sher Claim
MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Ag…
B 70 55 78 66 39 74 87
7337
MarySuneela
Provides AI tools with access to Visa's Product Design System resources, includ…
B 70 55 78 91 N/A 23 95 44
7338
Kailash-Sankar
PocketMCP Claim
A lightweight, local-first MCP server that automatically watches folders, chunk…
B 70 54 90 36 N/A 33 95 87
7339
dandalgatov
A Cloudflare Workers server that extends a traditional full-stack TODO applicat…
B 70 54 54 62 N/A 44 90 100
7340
zsun4work
Fed Speech MCP Claim
Retrieves, parses, and analyzes speeches and testimonies from Federal Reserve o…
B 70 55 78 53 27 81 99
7341
yanmxa
Prometheus MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to query Prometheus …
B 70 55 73 82 41 81 63
7342
clockworked247
Enables searching for flights (one-way, round-trip, multi-city) and hotels usin…
B 70 55 88 66 20 81 77
7343
silviosotelo
Enables integration with Oracle Database and Oracle APEX 20.2, allowing LLMs to…
B 70 54 54 72 36 90 92
7344
doronaviguy
Provides real-time information about Ethereum addresses across multiple chains …
B 70 55 80 62 23 81 92
7345
josefdc
UniProt MCP Server Claim
Provides seamless access to UniProtKB protein database, enabling queries for pr…
B 70 55 76 82 65 81 39
7346
jbergant
Enables optimization, conversion to WebP, and uploading of images to Vercel Blo…
B 70 55 86 56 22 81 92
7347
Chase-Bullock
A server implementation that allows AI models to interact with Jira through the…
B 70 55 78 73 15 81 89
7348
varunreddy
SkillMesh Claim
SkillMesh is a retrieval router for MCP/LLM tool catalogs. It selects top-K rel…
B 70 54 72 42 59 92 85
7349
markpitt
FreeAgent MCP Server Claim 1
A Claude MCP server that allows Claude to interact with your FreeAgent account …
B 70 55 78 58 35 81 91
7350
smithery-ai
Shopify Update MCP Server
B 70 55 60 70 37 78 98
Showing 7301–7350 of 66475 servers
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