MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28301
DuhoKim
nebulamind Claim
AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits,…
C 63 34 60 N/A N/A 45 81
28302
raunakkathuria
LexiLint MCP Claim
Offline spell check and BYOK grammar checking for AI assistants. 100% offline s…
C 63 34 54 54 81
28303
josephtandle
Provides full Descript integration for transcription, AI-powered editing, voice…
C 63 34 68 30 81
28304
tmbot12
meridian-edge-mcp Claim 1
Real-time prediction market consensus data for AI agents. Aggregates probabilit…
C 63 34 60 45 81
28305
amirmcs
Enables interaction with Pega case operations through a metadata-driven tool la…
C 63 34 66 34 81
28306
mcp-nexus
mcp-suite Claim
A production-grade TypeScript MCP server that provides AI agents with structure…
C 63 34 64 37 81
28307
backworkai
Verity MCP Server Claim 1
Provides AI agents access to Medicare coverage policies, prior authorization re…
C 63 34 72 24 81
28308
Danuzu11
An MCP server that integrates Google Gemini with corporate management APIs to h…
C 63 34 69 30 81
28309
drivly
Auto dev Claim
Automotive Data for AI Agents
C 63 34 50 60 81
28310
eyupcanakman
gsc-mcp-rs Claim 1
MCP server for Google Search Console. 21 tools for search analytics, keyword op…
C 63 34 49 64 81
28311
SrdjanCodes
hevy-mcp Claim
Python MCP server for the Hevy fitness app. Gives Claude full access to your He…
C 63 34 60 43 81
28312
thinktraveller
Anitabi MCP Server Claim 1
Enables users to search for anime information via the Bangumi API and discover …
C 63 34 60 45 81
28313
sauravkumar329
Weather MCP Server Claim
Enables secure retrieval of real-time weather data for any location via Open-Me…
C 63 34 68 32 81
28314
lfnovo
surreal-mcp Claim 1
MCP Server for SurrealDB - Bridge AI assistants with SurrealDB databases
C 63 34 53 55 81
28315
zeriontech
Zerion Hosted MCP Claim
Zerion MCP let's your agent analyze EVM and Solana wallets and summarize total …
C 63 34 54 54 81
28316
viktormarinho
rest-to-mcp Claim 1
A bridge that enables any LLM to access and interact with documented REST APIs …
C 63 34 64 39 81
28317
neuhausi
Converts natural language descriptions into validated CanvasXpress JSON configu…
C 63 34 72 25 81
28318
DrGalio
Provides 19 AI-powered business intelligence tools for tasks such as SEO audits…
C 63 34 72 24 81
28319
3aKHP
prts-mcp Claim 1
MCP Server for [Arknights](https://www.arknights.global/), querying the [PRTS W…
C 63 34 53 57 81
28320
ChillZone2025
promptforge Claim
Generate deployment-ready AI agent system prompts for professionals in one clic…
C 62 34 54 50 81
28321
amulya-acharya
mcp-doc-chat Claim
Enables interactive chat with AI models and document retrieval via the Anthropi…
C 62 34 66 30 81
28322
Shriram-Vasudevan
Integrations MCP Claim 1
A comprehensive MCP server providing over 390 tools across 66 providers, includ…
C 62 34 68 27 81
28323
meltingpixelsai
Harvey Intel Claim
Solana token safety analysis, CORTEX trading signals, and Synthia social intell…
C 62 34 54 51 81
28324
syntropicsignal-ai
Loxone Miniserver MCP Claim 1
MCP server for Loxone Miniserver - expose smart-home rooms, controls, and comma…
C 62 34 51 56 81
28325
acervo-juridico Claim 1
Acervo jurídico brasileiro: busca, Markdown, grafo de normas e precedentes, cit…
C 62 25 58 67
28326
lydiahallie
A minimal MCP server that enables AI assistants to manage a kanban issue board.…
C 62 34 66 32 81
28327
vinodc-aspire
Enables Claude Cowork to interact with a PostgreSQL database for navigating edu…
C 62 34 66 30 81
28328
taffy123d
Doubao MCP Agent Claim 1
A local skill assistant based on the Model Context Protocol that integrates wit…
C 62 34 66 29 81
28329
zhaohongyuziranerran
Detects AI-generated content by analyzing 24 writing patterns, provides style a…
C 62 34 68 25 81
28330
microsnow
MySQL MCP Server Claim
A Model Context Protocol service that enables AI assistants to directly query a…
C 62 34 72 22 81
28331
atharva-joshi77
CDP MCP Server Claim 1
An MCP server that provides LLMs with access to Acquia's Customer Data Platform…
C 62 34 63 35 81
28332
roderickch01
mcp-server-starter Claim 1
A skeleton MCP server in Python for exposing custom tools (e.g., echo, add) to …
C 62 34 54 49 81
28333
mintmas
Darknet threat intelligence MCP server with 10 tools powered by 12,000+ vectori…
C 62 34 68 28 81
28334
Habib0x0
A minimal Model Context Protocol (MCP) server demonstrating the implementation …
C 62 34 66 32 81
28335
jfdjaf
A minimal local MCP server that wraps any Claude Messages API-compatible upstre…
C 62 34 48 60 81
28336
brunolm
mal-mcp Claim 1
A Model Context Protocol server that provides access to MyAnimeList's API for a…
C 62 34 65 32 81
28337
zhaohongyuziranerran
ai-image-gen-mcp Claim
Provides multi-model AI image generation via MCP tools, supporting Seedream, SD…
C 62 34 68 25 81
28338
cholhwanjung
Enables searching, retrieving, and reading academic papers from arXiv while ana…
C 62 34 66 30 81
28339
bangbang93
mcp-calculator Claim 1
An MCP server that integrates the MathJS library to provide AI models with adva…
C 62 34 59 40 81
28340
clawsouls
Provides tools for AI agent persona management, safety verification, and effici…
C 62 34 66 32 81
28341
Kallind
IIITH Mess MCP Claim
Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal reg…
C 62 34 54 52 81
28342
hostkitpt
Hostkit MCP Claim 1
MCP server for the Hostkit API, enabling management of properties, reservations…
C 62 34 57 45 81
28343
Neutral referee for legal-AI output: flags orphan quotes and uncited claims. No…
C 62 25 57 67
28344
Apviso
APVISO MCP Server Claim
Enables interaction with the APVISO AI-powered penetration testing platform to …
C 62 34 60 42 81
28345
MeeraMendhe
MCP Chat Claim
A command-line interface application enabling interactive chat with AI models v…
C 62 34 66 30 81
28346
eCriswell7
Official airline award MCP. Search 12.3M+ award flights across 48 loyalty progr…
C 62 34 72 21 81
28347
RajendraPrasad96536
Enables analysis of wholesale medicine purchase data by providing tools for inv…
C 62 34 68 27 81
28348
yantrix-ai
Yantrix MCP Claim 1
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
C 62 34 66 30 81
28349
awaketai
pg-mcp Claim
Enables natural language querying of PostgreSQL databases through the Model Con…
C 62 34 68 27 81
28350
britive
Enables AI agents and users to interact with the Britive platform for dynamic a…
C 62 34 66 31 81
Showing 28301–28350 of 67197 servers
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