MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29524
Scored
2112
Verified
16952
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4801
centralmind
gateway Claim 1
MCP and MCP SSE Server that automatically generate API based on database schema…
B 74 54 96 40 N/A 80 90 63
4802
sussa3007
MySql MCP Server Claim 1
Connect and interact with MySQL databases seamlessly. Execute SQL queries, mana…
B 74 55 84 83 48 76 71
4803
PiggyAndrew
Enables seamless communication between Claude AI and Autodesk Revit, allowing u…
B 74 55 84 100 N/A 48 95 28
4804
wuhuangjia
Enables natural language interaction with Azure DevOps to manage work items, pr…
B 74 55 90 68 24 81 93
4805
kaznak
Allows executing shell commands within a secure Docker container through Claude…
B 74 54 70 58 N/A 63 87 90
4806
savethepolarbears
Enables AI assistants to search, browse, and retrieve metadata and images from …
B 74 55 96 46 39 82 99
4807
GatienBoquet
Jules MCP Server Claim
Connects AI coding assistants to the Jules API for autonomous coding sessions. …
B 74 55 80 73 25 81 99
4808
NapthaAI
A reference implementation for creating an MCP server supporting Streamable HTT…
B 74 55 72 66 45 81 100
4809
Augmented-Nature
STRING-db MCP Server Claim 2
A comprehensive Model Context Protocol (MCP) server for accessing the STRING pr…
B 74 55 94 100 31 81 42
4810
api7
apisix-mcp Claim
B 74 54 72 71 N/A 50 87 85
4811
undiabler
Enables LLM agents to search, navigate, and filter PolyMarket prediction market…
B 74 55 90 68 25 80 91
4812
eyalzh
kanban-mcp Claim
MCP server providing kanban-based task management memory for complex multi-sess…
B 74 54 76 56 N/A 36 95 98
4813
Sorbh
Provides programmatic access to 30+ Basecoat CSS (HTML port of ShadCN UI) compo…
B 74 55 94 57 25 81 99
4814
aywengo
Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry…
B 74 55 71 63 63 81 92
4815
dreamnear
A framework for building and querying temporally-aware knowledge graphs that al…
B 74 55 78 65 44 81 97
4816
EoinFalconer
Granola MCP Server Claim
Integrates Granola.ai meeting intelligence with MCP clients to provide direct a…
B 74 54 66 71 N/A 46 92 93
4817
RickoNoNo3
ThinkMem Claim 2
ThinkMem is an MCP server for memory management of large language models, offer…
B 74 55 82 82 59 90 45
4818
tecnomanu
PAMPA Claim
Provides semantic code search and retrieval capabilities for AI agents, enablin…
B 74 55 84 43 85 82 79
4819
aiconnect-cloud
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
B 74 55 94 100 30 81 42
4820
bhubbb
Provides access to step-by-step drawing tutorials from easydrawingguides.com, e…
B 74 55 78 100 41 81 57
4821
danielefavi
Connects LLMs to GitHub and GitLab to analyze pull and merge requests for logic…
B 74 55 78 57 50 81 100
4822
ronnycoding
MCP RSS Claim
Enables intelligent RSS feed management with AI-powered semantic search, advanc…
B 74 55 84 58 46 81 94
4823
mad-sol-dev
Enables creation and management of invoices with JSON storage and LaTeX-based P…
B 74 54 70 63 N/A 45 95 91
4824
sudanese
Ploi MCP Server Claim 1
Integrates Ploi.io API functionality into AI assistants for managing servers, s…
B 74 55 60 70 65 81 99
4825
Jawadh-Salih
Moodle MCP Claim
A Moodle MCP server so students can collaborate with their courses through the …
B 74 55 88 46 50 82 100
4826
amxkifir
Enables browsing, searching, and downloading Pixiv content including illustrati…
B 74 55 80 72 42 82 85
4827
Sunalamye
A Node.js MCP server that wraps the Claude Code CLI to enable parallel executio…
B 74 55 90 58 44 80 90
4828
sergeyklay
poe2-mcp-server Claim
Provides real-time access to Path of Exile 2 game data including currency excha…
B 74 55 78 58 55 82 92
4829
mlziade
librarian Claim 2
An MCP server that enables LLMs to search, summarize, and retrieve detailed inf…
B 74 55 79 56 47 82 99
4830
volveezz
tusk-mcp Claim
A read-only PostgreSQL MCP server that enables AI agents to perform schema intr…
B 74 55 80 62 50 80 95
4831
delorenj
Facilitates knowledge graph representation with semantic search using Qdrant, s…
B 74 55 94 62 25 80 92
4832
geldata
Gel MCP Server Claim
Enables AI coding agents to interact with Gel databases by executing queries, t…
B 74 54 88 47 N/A 44 95 90
4833
neayi
Provides access to the French e-phy catalog for detailed information on pestici…
B 74 55 72 66 53 83 91
4834
danielsebastianc
Enables interaction with Frappe and ERPNext sites through their REST API endpoi…
B 74 54 80 66 N/A 35 87 90
4835
apitable
AITable.ai Model Context Protocol Server enables AI agents to connect and work …
B 74 55 76 100 49 81 50
4836
danielwpz
Enables AI agents to connect to and chat with multiple LLM models (OpenAI, Open…
B 74 55 82 61 42 81 95
4837
aliKatlabi
Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON…
B 74 55 72 75 39 81 98
4838
webdevguyrg
Prompteka MCP Server Claim 1
Enables AI assistants to directly access and manage your local Prompteka prompt…
B 74 54 90 36 N/A 48 90 100
4839
fadlee
PocketBase MCP Server Claim 1
Enables MCP-compatible applications to directly interact with PocketBase databa…
B 74 55 78 100 33 81 64
4840
pinkpixel-dev
Prysm MCP Server Claim 1
A Model Context Protocol server enabling AI assistants to scrape web content wi…
B 74 55 81 60 43 80 97
4841
alexei-led
aws-mcp-server Claim
A lightweight but powerful server that enables AI assistants to execute AWS CLI…
B 74 55 88 31 86 80 92
4842
steiner385
Enables semantic code search across codebases using Qdrant vector database and …
B 74 55 94 40 53 82 96
4843
utain
kroki-mcp Claim
Kroki-MCP is a Go-based Model Context Protocol tool that converts textual diagr…
B 74 54 72 43 N/A 68 90 99
4844
ekim197
Enables users to manage Uber advertising campaigns through natural language by …
B 74 55 84 72 28 80 93
4845
maxkulish
GitLab MCP Server Claim 1
Enables project management and repository operations on GitLab through the GitL…
B 74 55 80 68 40 78 94
4846
citronlegacy
Deepghs MCP Claim 1
MCP server for the DeepGHS anime AI ecosystem. Dataset discovery, tag search, c…
B 74 55 73 73 45 81 94
4847
justfsl50
expense-mcp Claim
Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals
B 74 55 60 82 N/A 52 82 90
4848
MaidToShelly
UluVoiMCP Claim 2
An MCP server that provides a semantic layer for the Voi ecosystem, translating…
B 74 55 45 100 N/A 48 95 78
4849
sun873087
MCP Weather Sample Claim
A demonstration project for Model Context Protocol (MCP) that integrates weathe…
B 74 55 78 63 38 81 100
4850
workbackai
🐞 MCP Node.js debugger
B 74 54 68 60 N/A 52 89 98
Showing 4801–4850 of 46053 servers
« Prev 1 95 96 97 98 99 922 Next »