MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21251
gauravfs-14
awesome-mcp Claim
A carefully curated collection of high-quality tools, libraries, research paper…
D 53 43 58 28 N/A 28 90
21252
abhijitjavelin
Provides AI security guardrails through Javelin's platform to detect harmful co…
D 53 44 56 47 19 81
21253
AgentWings
turbopuffer-mcp Claim
Enables interaction with the Turbopuffer vector database, providing tools for m…
D 53 43 56 27 N/A 27 94
21254
Rixmerz
BigContext MCP Claim
Enables working with large documents of any size by intelligently segmenting th…
D 53 43 48 40 N/A 24 95
21255
cablehead
gpt2099.nu Claim
a Nushell cross.stream extension to interact with LLMs and MCP servers
D 53 43 60 27 N/A 28 90 NU
21256
heesookiim
Enables users to query Wolfram Alpha's computational knowledge engine through n…
D 53 43 60 27 N/A 21 95
21257
feibai406
An MCP server that enables interaction with multiple Kubernetes clusters simult…
D 53 43 59 28 N/A 18 95
21258
mschuchard
A third-party MCP server for interacting with HashiCorp Vault to manage ACL pol…
D 53 44 50 30 49 81
21259
ArjunBhuptani
SparkMango Claim 1
A Model Context Protocol server that converts Solidity bytecode into functional…
D 53 44 49 56 21 81
21260
icatw
UML MCP Claim
Enables AI assistants to generate UML diagrams through natural language by rend…
D 53 44 54 41 31 81
21261
shopanaio
novaposhta Claim 1
MCP Server for Nova Poshta API integration with AI assistants
D 53 43 45 22 N/A 67 85
21262
vasayxtx
MCP server for managing and serving dynamic prompt templates using elegant and …
D 53 43 33 33 N/A 66 89
21263
sahinrasit
Claude Context MCP Claim
Enables AI assistants to index and search codebases using semantic search power…
D 53 44 60 31 35 78
21264
AbdelrhmanSror
Enables AI assistants to interact with Azure DevOps repositories and pull reque…
D 53 44 72 27 22 80
21265
qingyun-wu
An MCP server that enables interaction with Google Custom Search API through na…
D 53 43 45 50 N/A 21 90
21266
juanqui
A Model Context Protocol server that enables intelligent document search and re…
D 53 44 43 31 63 82
21267
ajtruex
Enables deployment of MCP servers on Cloudflare Workers without authentication …
D 53 44 48 55 21 81
21268
Darkroaster
PubMed Claim
Analyzes PubMed medical literature to help researchers quickly gain insights in…
D 53 44 50 35 45 81
21269
kuksenokpolina23-arch
An MCP server that enables ChatGPT to manage WordPress content by creating, upd…
D 53 44 57 37 28 81
21270
agentience
A high-performance MCP server for expert discovery, registration, and context i…
D 53 44 64 35 23 81
21271
basementstudio
MCP Three Claim
Enables working with 3D models by converting GLTF/GLB files into React Three Fi…
D 53 44 48 52 26 81
21272
bengaly
Enables AI assistants to interact with a commercial management system through c…
D 53 44 56 38 31 82
21273
WangTingYeYe
Provides a Model Context Protocol server for managing shipping orders and addre…
D 53 44 54 35 36 81
21274
dogeplusplus
MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), w…
D 53 43 72 17 N/A 14 95
21275
tuankiet1708
Fetches GitHub pull request information including file changes, diffs, and meta…
D 53 44 64 38 19 81
21276
uddeshya-23
Jira MCP Server Claim 1
Enables AI models to interact with Jira using a standardized protocol, offering…
D 53 44 64 38 19 81
21277
HatriGt
hana-mcp-server Claim
SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Us…
D 53 44 50 31 N/A 52 80
21278
enkhbold470
A framework that integrates Brain-Computer Interface technology with the Model …
D 53 44 60 36 26 82
21279
stefanwatt
A TypeScript-based Model Context Protocol (MCP) server template built with mcp-…
D 53 43 48 55 N/A 21 80
21280
guinnessNet
Maipharm Domae MCP Claim 1
Enables integrated search and ordering across eight pharmaceutical wholesalers …
D 53 43 54 32 N/A 32 89
21281
plutzilla
A server that enables AI assistants to interact with the Omnisend marketing pla…
D 53 44 48 35 49 81
21282
zaizaizhao
mcp-server-chart私有化部署方案
D 53 43 50 15 N/A 53 94
21283
alejofig
A server that allows AI agents to query and retrieve information about upcoming…
D 53 44 42 67 16 81
21284
ag2-mcp-servers
This server enables interacting with the National Digital Health Mission's Heal…
D 53 44 60 40 21 81
21285
vanachterjacob
A server that provides standardized development rules and context for Business …
D 53 44 56 37 34 81
21286
flightctl
Provides read-only access to query and retrieve information about devices, flee…
D 53 44 56 41 28 81
21287
wklee610
kafka-mcp Claim 1
MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer …
D 53 44 41 28 68 80
21288
1amageek
Swift source code structural indexer. Extracts type declarations, properties, m…
D 53 43 60 11 N/A 43 95 C
21289
ag2-mcp-servers
A Multi-Agent Conversation Protocol Server that provides a natural language int…
D 53 44 60 40 21 81
21290
vkdnjznd
Crypto Trading MCP Claim 1
A Model Context Protocol server that enables price lookup and trading across mu…
D 53 44 43 43 45 81
21291
shanezchang
mcp-hub Claim
A self-hosted remote MCP server that provides reusable prompts and development …
D 53 44 54 27 48 83
21292
MatheusgVentura
An API that enables document querying through a Retrieval-Augmented Generation …
D 53 44 42 66 18 81
21293
ramkansal
pentestMCP Claim 1
An MCP server that exposes over 20 standard penetration testing utilities, such…
D 53 44 63 27 34 81
21294
dodufish
PIXRA Claim
Pixelize the real world on-chain
D 53 43 56 12 N/A 45 95
21295
BillDuke13
A Cloudflare Worker that analyzes source code to provide comprehensive explanat…
D 53 44 64 23 36 81
21296
ag2-mcp-servers
A Multi-Agent Conversation Protocol server for interacting with Google Play Gam…
D 53 44 60 42 21 81
21297
BACH-AI-Tools
Enables access to comprehensive Indian stock market data from the NSE and BSE, …
D 53 44 50 50 27 81
21298
adiom-data
grpcmcp Claim 1
MCP Server for gRPC
D 53 43 45 37 N/A 45 87
21299
AlexanderVTr
Automatically organizes files in your Downloads folder by categorizing them int…
D 53 43 56 30 N/A 23 95
21300
joeseesun
An MCP server that automates converting diverse content sources like WeChat art…
D 53 44 43 25 65 83
Showing 21251–21300 of 30006 servers
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