MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30093
Scored
2112
Verified
16953
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32101
MateDort
Generates TikTok-style short videos narrated by Peter and Stewie Griffin from a…
N/A N/A
32102
Indrasena-reddy
Analyzes German Bundestag parliamentary group membership distribution via the D…
32103
cletcher
chaprola Claim
Serverless API backend: query, JOIN, pivot, batch ops, email, FHIR, programs vi…
N/A N/A 83
32104
Aslan11
Enables managing invoice workflows using Temporal, allowing submission, approva…
N/A N/A
32105
daniel-underpass
Luxxon Claim
On-demand live vision MCP for AI agents — open a session at a lat/lng, receive …
N/A N/A
32106
Rumblingb
Enables asynchronous messaging between AI agents, including sending messages, p…
N/A N/A
32107
hugoles
langfuse-mcp Claim
TypeScript MCP server for the Langfuse Public API. 27 read tools covering trace…
32108
cappylab
discord-mcp Claim
Exposes the Discord REST API to AI agents via the Model Context Protocol, enabl…
32109
pipeworx-io
mcp-espn Claim
ESPN MCP — keyless multi-sport live scores, teams, and news via ESPN's public s…
32110
MasterPlayspots
MotionSpec Claim
Hallucination-proof scroll motion: LLM writes validated specs, deterministic GS…
N/A N/A
32111
Justar96
Project management and session memory for AI agents that provides 13 tools for …
32112
abl030
slskd-mcp Claim
An MCP server that gives AI agents full control over slskd, a modern Soulseek c…
N/A N/A
32113
jgentes
A Model Context Protocol (MCP) server that provides AI assistants full access t…
N/A N/A
32114
tonyback0101-cmyk
MCP server for global B2B buyer intelligence. Find verified importers & distrib…
32115
clevertechca
Provides Canadian government data for AI agents, including property assessments…
32116
jameslovespancakes
Local MCP server that indexes folders of documents into a hybrid vector + keywo…
N/A N/A
32117
mackerelio-labs
Enables interaction with the Mackerel monitoring platform, providing tools to m…
32118
sinofseven
A simple MCP server for utilizing prompts defined in YAML files.
N/A N/A
32119
laurentvv
Crawl4AI MCP Claim
Enables AI assistants to crawl websites, extract dynamic content, navigate link…
N/A N/A
32120
shuyueW1991
MCP server for rurussian.com that enables multi-agent learning workflows with t…
N/A N/A
32121
eric8810
recap Claim
MCP server for conversation recording and review management, supporting recordi…
N/A N/A
32122
osfrekt
rekt Claim
REKT Store — browse and buy REKT drinks with AI-discounted pricing from any MCP…
N/A N/A 95
32123
keepit-official
Keepit MCP Claim
MCP server for interacting with Keepit backup and data protection services. Ena…
N/A N/A
32124
johnmives
Provides 17 developer utility tools for AI agents, including free tools like JS…
N/A N/A 95
32125 N/A N/A 95
32126
Aki894
Enables drug terminology standardization and name normalization via RxNav API, …
N/A N/A
32127
DivyaV18
Enables interaction with YouTube's Data API through MCP, providing tools for ch…
N/A N/A
32128
universal-mcp
Enables domain name checking and related services through a standardized MCP in…
32129
HliB8113
o1table Claim
N/A N/A 95
32130
nabheet
Tool Scout Claim
MCP proxy server with semantic tool search for LLM coding agents. It reduces co…
N/A N/A
32131
OptimNow
Turn Claude into your AWS tagging compliance assistant — ask in plain English, …
N/A N/A
32132
oseni99
A minimal Model Context Protocol server implementation that provides tools for …
81
32133 N/A N/A 95
32134
vini1994
Provide secure and detailed analysis of your BingX trading data through a speci…
N/A N/A 95
32135
solidlime
MemoryMCP Claim
A persistent memory MCP server specialized for Japanese, featuring hybrid searc…
N/A N/A
32136
jackxiong11894
A standalone MCP server for agentic ABAP development with 67 tools via ADT REST…
32137
sangeethdba
oracledb-mcp Claim
MCP server for Oracle SQL performance diagnostics and AWR analysis, compatible …
N/A N/A
32138
Afstkla
Converts any OpenAPI/Swagger spec into an MCP server, exposing REST API endpoin…
N/A N/A
32139
yangkunyi
Creo MCP Claim
MCP server enabling CAD interaction with Creo Parametric and knowledge base ret…
N/A N/A
32140
knownsec
Provides comprehensive IP and domain security intelligence, enabling analysis o…
32141
vibecheckai
AI Code Firewall — MCP Server for hallucination prevention in AI development
N/A N/A 95
32142
artblocks
The Art Blocks MCP Server supercharges your AI agents to become instant power u…
81
32143
kweinmeister
A high-performance Model Context Protocol server that provides text diffing cap…
N/A N/A
32144
mctar
Enables AI agents to query Norges Bank's open data API for exchange rates, poli…
32145
AdairBear
An MCP server that gives Claude direct access to TradersPost webhook trading. S…
32146
exycfs
MCP Toolkit Claim
A collection of production-ready MCP servers for PostgreSQL, SQLite, Redis, Fil…
32147
Ilya1991
Enables executing SQL queries, listing databases, and listing tables on a Click…
32148
alifindrar
Enables semantic and keyword search over legal documents, conflict detection, a…
N/A N/A
32149
devassistantai
Manage GitHub Projects V2 efficiently by interacting with the GitHub Projects A…
N/A N/A 95
32150
interzoid
data-quality Claim 1
An MCP server that exposes Interzoid's AI-powered data quality, matching, enric…
N/A N/A 95
Showing 32101–32150 of 62098 servers
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