MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67051
Tamilarasan555
A demonstration MCP server for exploring MCP prompts with 10 reusable developme…
— ○ ⏳ — N/A N/A — — —
67052
Amin-Azmoodehh
sentineltm Claim
— ○ ⏳ — N/A N/A — 95 —
67053
nsackett-cf
Enables remote MCP connections with Cloudflare Access OAuth authentication, pro…
— ○ ⏳ — — — — — —
67054
scotteratigan
Exposes Minecraft server commands via RCON as a tool, and optionally powers an …
— ○ ⏳ — N/A N/A — — —
67055
Utkarsh-kumar-singh
Enables AI assistants to interact with GitHub repositories via the REST API, su…
— ○ ⏳ — — — — — —
67056
Professor-Low
Cerebro Claim
A cognitive memory system for AI that provides persistent memory, learning, cau…
— ○ ⏳ — N/A N/A — — —
67057
LA3D
MCP server providing access to the Earth616 Defense Supply Chain and Documentat…
— ○ ⏳ — N/A N/A — — —
67058
Simonoob
neovim-mcp Claim
Enables AI agents to navigate code using Neovim's LSP and Treesitter features, …
— ○ ⏳ — N/A N/A — — —
67059
elfa-ai
mcp Claim
Crypto social intelligence from X and Telegram, plus the Elfa Auto condition en…
— ○ ⏳ — N/A N/A — — —
67060
djtellado
Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case mana…
— ○ ⏳ — N/A N/A — — —
67061
cosjef
Provides conversational access to Keepa's product and sales data for product re…
— ○ ⏳ — — — — — —
67062
earnlayerai
earnlayer Claim
We help AI startups offset inference costs by monetizing user intent with conte…
— ○ ⏳ — N/A N/A — 95 —
67063
CSOAI-ORG
AI bias detection and fairness assessment for AI agents. Instant bias risk scan…
— ○ ⏳ — N/A N/A — — —
67064
malkreide
Enables AI-native access to Swiss cultural heritage data from SIK-ISEA (artists…
— ○ ⏳ — — — — — —
67065
steamau
A standalone MCP server for Beeswax Shares, an SMSF portfolio app. It enables C…
— ○ ⏳ — — — — — —
67066
leomarviegas
ollqd Claim
Enables indexing and semantic search of codebases and documents via MCP, using …
— ○ ⏳ — N/A N/A — — —
67067
shengkai91
A template for deploying Model Context Protocol servers on Cloudflare Workers w…
— ○ ⏳ — — — — 81 —
67068
pipeworx-io
Enables AI agents to list, read, and fetch gaming news feeds from curated sourc…
— ○ ⏳ — — — — — —
67069
arpi-ai
ARPI MCP Claim
AI-powered ECG analysis: submit ECG images and receive diagnosis reports from A…
— ○ ⏳ — — — — — —
67070
elicitly
Elicitly Pro Claim
Human-in-the-loop for AI agents over MCP: durable approvals with a hosted revie…
— ○ ⏳ — — — — — —
67071
ruvnet
Dynamo MCP Claim
Exposes cookiecutter templates through MCP, enabling discovery, registration, m…
— ○ ⏳ — — — — — —
67072
NimbleBrainInc
A deep-research MCP server exposing a single task-augmented tool that runs GPT-…
— ○ ⏳ — — — — — —
67073
mathematic-inc
Earl Claim
Enables AI agents to safely interact with external services (HTTP, GraphQL, gRP…
— ○ ⏳ — — — — — —
67074
dominiclynchwoodlands-ui
agentKimi Claim
MCP server that runs Kimi K2.7-code as an autonomous coding agent inside a bubb…
— ○ ⏳ — N/A N/A — — —
67075
hongsungmin0315
crosscheck Claim
MCP server that automatically cross-checks claims from Reddit posts against tru…
— ○ ⏳ — N/A N/A — — —
67076
MickeyDB
Enables management of Cobalt Strike red team operations through natural languag…
— ○ ⏳ — — — — 81 —
67077
krukovsasa99
serena Claim
— ○ ⏳ — N/A N/A — 95 —
67078
cn-hash
Enables AI agents to perform multi-platform searches (Douyin, Xiaohongshu, Zhih…
— ○ ⏳ — N/A N/A — — —
67079
llu929
sostenuto Claim
Provides a selective persistent memory layer for AI companions, enabling struct…
— ○ ⏳ — — — — — —
67080
garywwh
A MCP server for controlling Spotify playback, searching for content, and manag…
— ○ ⏳ — — — — — —
67081
Frank Claim
AI-moderated voice interviews with your customers, delivering themes and insigh…
— ○ ⏳ — — — — — —
67082
seungil
Jangteo Claim
— ○ ⏳ — N/A N/A — 95 —
67083
ewanc26
An MCP server for interacting with the AT Protocol (ATProto) ecosystem, includi…
— ○ ⏳ — — — — — —
67084
LeonidYasin
HTTP MCP server for GitHub API with tools for file manipulation, commit listing…
— ○ ⏳ — — — — — —
67085
CodeCraftersLLC
Enables MCP clients to speak by running local voice models using Chatterbox Tur…
— ○ ⏳ — N/A N/A — — —
67086
TuringTap
TuringTap Claim
Live decrypted HTTP(S) traffic visibility for AI agents, plus human handoff for…
— ○ ⏳ — — — — — —
67087
ArnaudRinquin
Alfraid Claim
An AI-powered TODO list MCP server with categories, timeboxing, and due dates, …
— ○ ⏳ — N/A N/A — — —
67088
easyweek
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
— ○ ⏳ — — — — 81 —
67089
HODDS Claim
Find software, SaaS and APIs for a need in a sourced catalogue organised by bus…
— ○ ⏳ — — — — — —
67090
legnext-ai
HotAPI Docs Claim
Read-only HotAPI documentation: search integration guides and inspect OpenAPI o…
— ○ ⏳ — — — — — —
67091
Mofesto
MCP server for Fubon Securities, providing comprehensive Taiwan stock trading a…
— ○ ⏳ — N/A N/A — — —
67092
robertredbox
Empowers users to search and analyze mobile apps via the AppTweak API, providin…
— ○ ⏳ — N/A N/A — 95 —
67093
pipeworx-io
mcp-deepl Claim
Enables text translation using DeepL API, supporting source/target languages an…
— ○ ⏳ — — — — — —
67094 — ○ ⏳ — N/A N/A — 95 —
67095
hyh0620
Provides hybrid retrieval (dense + BM25 + RRF) with collection-based isolation …
— ○ ⏳ — N/A N/A — — —
67096
FedericoSRT
clickup Claim
— ○ ⏳ — N/A N/A — 95 —
67097
nagelflorian
Enables AI assistants to interact with TrainingPeaks accounts to analyze traini…
— ○ ⏳ — — — — — —
67098
benlen10
Read-only MCP server for Day One journal on macOS, enabling search and browsing…
— ○ ⏳ — N/A N/A — — —
67099
iarfhlaith
gaff-check Claim
Enables AI agents to perform due diligence on Irish properties by querying publ…
— ○ ⏳ — — — — — —
67100
rico007
Transforms AI assistants into data analysts by enabling CSV and Google Sheets i…
— ○ ⏳ — — — — — —
Showing 67051–67100 of 68965 servers