MCP Server Quality Scores

Independent quality analysis of 48850 public MCP servers

48850
Discovered
29670
Scored
2112
Verified
16952
Complete

Last updated 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21051
aiadiguru2025
SF-MCP Claim
Enables querying SAP SuccessFactors OData API metadata and managing Role-Based …
B 72 44 94 46 56 83
21052
IvanMurzak
AI-powered 3D modeling tools for Unity ProBuilder. Enables AI assistants to cre…
B 72 33 58 N/A N/A 65 95
21053
i3T4AN
Enables AI assistants to control network bandwidth, monitor traffic, and manage…
B 72 33 76 N/A N/A 36 95
21054
conikeec
mcp-probe Claim
A Model Context Protocol (MCP) client library and debugging toolkit in Rust. Th…
B 72 43 60 58 N/A 78 95
21055
n3m1
Solematica MCP Server Claim 1
Solar estimates, provider comparison, energy prices and blog for Italy
B 72 33 78 N/A N/A 49 83
21056
RamonBedin
A Unity Editor MCP server that gives Claude Code full control over Unity projec…
B 72 33 60 N/A N/A 63 95
21057
vicente-alvarado
Enables Claude Desktop to access Google Maps services including geocoding, plac…
B 72 44 78 72 51 80
21058
markrai
scrumboy Claim
Self-hosted kanban & project management with shareable boards, voice commands, …
B 72 33 64 N/A N/A 54 95
21059
the-nine-nation
Flag MCP Claim
Enables human-in-the-loop interaction for AI coding workflows through native de…
B 72 33 66 N/A N/A 50 95
21060
anushkmittal
mindsweeper-mcp Claim 1
B 72 33 84 N/A N/A 21 95
21061
srobbin
opengov-mcp-server Claim
opengov-mcp-server
B 72 44 84 61 57 81
21062
nhs-ayamura
local-mysql Claim 1
A local development MCP server that exposes MySQL databases to VSCode and Copil…
B 72 33 78 N/A N/A 30 95
21063
diegofornalha
Enables seamless integration with Trello boards, allowing users to manage cards…
B 72 44 90 60 48 81
21064
sshekar87
Provides McKinsey-style strategy intelligence for real estate by enabling AI as…
B 72 33 66 N/A N/A 53 95
21065
art22017
Enables LLMs to search and retrieve exam problems, solutions, and answers from …
B 72 44 88 61 48 82
21066
staminna
Enables comprehensive interaction with Directus CMS including collection manage…
B 72 44 84 68 47 81
21067
Dicklesworthstone
MCP Agent Mail Claim
A coordination layer for coding agents that provides memorable identities, inbo…
B 72 44 94 41 67 80
21068
dadang11
cryptoiz Claim
Solana DEX whale intelligence: alpha, divergence, accumulation, BTC regime via …
B 72 33 72 N/A N/A 70 75
21069
nwant
An MCP server that gives Claude AI direct access to your Obsidian vault, enabli…
B 72 43 96 36 N/A 50 95
21070
neverinfamous
Enterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI…
B 72 43 70 58 N/A 63 95
21071
vish288
mcp-gitlab Claim 1
MCP server for the GitLab REST API providing tools to manage projects, merge re…
B 72 43 57 75 78 82
21072
sdelements
A Model Context Protocol server that provides SD Elements API integration, enab…
B 72 44 78 70 52 81
21073
decocms
mesh Claim
One secure endpoint for every MCP server. Deploy anywhere.
B 72 43 90 43 N/A 54 92
21074
eyaushev
swagger-testcase-mcp Claim 1
MCP server for API test case generation from Swagger/OpenAPI specs. Parses Swag…
B 72 33 67 N/A N/A 50 95
21075
dma9527
irs-taxpayer Claim
39 tax tools for US taxpayers: federal/state tax, credits, deductions, retireme…
B 72 43 66 58 N/A 71 94
21076
DeDeveloper23
Codebase MCP Claim 2
A Model Context Protocol server that enables AI agents to retrieve and understa…
B 71 44 69 72 55 83
21077
muhammad-fiaz
mcp.zig Claim
A Model Context Protocol (MCP) library for the Zig ecosystem.
B 71 33 54 N/A N/A 67 95
21078
CSOAI-ORG
robotics-control-mcp MCP server by MEOK AI Labs
B 71 33 72 N/A N/A 37 95
21079
thuupx
memory-mcp-lite Claim
A lightweight, structured, token-efficient local-first MCP memory server
B 71 33 60 N/A N/A 56 95
21080
theYahia
amocrm-mcp Claim 1
MCP server for amoCRM API — leads, contacts, pipelines. Auth: Bearer token.
B 71 33 57 N/A N/A 62 95
21081
MidwestMountaineer
UniFi MCP Server Claim
Enables AI assistants to manage and monitor UniFi Network Controllers through n…
B 71 44 100 41 51 81
21082
haris-musa
excel-mcp-server Claim
An Excel manipulation server providing workbook creation, data operations, form…
B 71 43 78 38 N/A 76 92
21083
longbridge
LongPort OpenAPI provides real-time stock market data, provides AI access analy…
B 71 33 50 N/A N/A 75 95
21084
Chrusic
Integrate natural language task management with Todoist. Manage tasks, projects…
B 71 44 100 47 N/A 39 81
21085
kakarot-dev
deepmiro Claim
Simulate hundreds of AI agents to predict how communities react to events and p…
B 71 33 60 N/A N/A 72 83
21086
crispvibe
A multi-format MCP server that enables reading and generating Office, PDF, text…
B 71 33 62 N/A N/A 55 95
21087
verygoodplugins
streamdeck-mcp Claim 1
Enables AI to generate fully authored Elgato Stream Deck profiles with buttons,…
B 71 43 73 41 N/A 75 95
21088
mikusnuz
dynadot-mcp Claim 1
MCP server for the Dynadot domain registrar API — 60 tools for domain search, r…
B 71 33 69 59 83
21089
JuzzyDee
Gives LLMs ears. Spectral, harmonic, rhythm, stereo, and structural audio analy…
B 71 43 60 55 N/A 79 94
21090
clouatre-labs
MCP server for code structure analysis using tree-sitter.
B 71 33 45 N/A N/A 82 95
21091
goodfel10w
welcometextgenerator Claim 1
B 71 33 66 N/A N/A 48 95
21092
cosmix
JIRA MCP Server Claim
Provides an interface to access and manage JIRA data through the Model Context …
B 71 44 86 62 45 81
21093
evalor
dida365 Claim 1
MCP Server for Dida365 (TickTick) Task Management Integration
B 71 43 81 72 N/A 37 83
21094
itsalfredakku
Enables comprehensive PostgreSQL database management through natural language i…
B 71 44 100 61 22 81
21095
xinxinhenaixin
emailfinder-mcp Claim
Find verified professional emails by name, domain, LinkedIn, or role.
B 71 33 72 N/A N/A 55 83
21096
dynatrace-oss
dynatrace-managed-mcp Claim 1
MCP server for Dynatrace Managed to access logs, events, and metrics.
B 71 43 69 32 N/A 96 94
21097
mewisme
A Node.js MCP server that loads plugins, registers tools via the MCP SDK, and e…
B 71 33 72 N/A N/A 37 95
21098
mnemox-ai
AgentRelay Claim
Verifiable microtask protocol for AI agent collaboration. Task lifecycle, valid…
B 71 33 60 N/A N/A 59 95
21099
dgtalquantumleap-ai
Generate 27 legal document types across 18 jurisdictions via Ebenova API.
B 71 33 78 N/A N/A 42 83
21100
azza39925
Kali MCP Server Claim
Enables AI assistants to perform authorized penetration testing and security as…
B 71 43 84 60 N/A 32 95
Showing 21051–21100 of 48850 servers
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