MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3201
Evilander
audrey ⚡ Claim
Local-first biological memory for coding agents: recall, consolidation, and pre…
B 76 4⁄4 ◉ ⏳ 62 N/A N/A 61 95 87
3202
cyrilnoah1
ABP.IO MCP Server ⚡ Claim 1
Enables AI models to interact with ABP.IO applications through over 48 tools fo…
B 76 5⁄5 ◉ ⏳ 84 71 — 46 81 92
3203
itsiiromiuy
Enables AI assistants to save and manage question-and-answer pairs within a str…
B 76 5⁄5 ◉ ⏳ 72 72 — 68 76 91
3204
MCPCat
webmcp-react ⚡ Claim
React hooks for exposing your app's functionality as WebMCP tools - transport-a…
B 76 5⁄4 ◉ ⏳ 67 61 N/A 59 95 100
3205
mimen
Provides read-only access to local Beeper message history on macOS, enabling us…
B 76 5⁄4 ◉ ⏳ 94 58 N/A 16 95 100
3206
xzq-xu
jvm-mcp-server ⚡ Claim
An implementation project of a JVM-based MCP (Model Context Protocol) server.
B 76 5⁄4 ◉ ⏳ 90 51 N/A 56 87 90
3207
mjbeatty89
mcp_code_executor ⚡ Claim 1
B 76 5⁄4 ◉ ⏳ 90 56 N/A 42 88 93
3208
Docat0209
openapi ⚡ Claim
Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code.
B 76 5⁄4 ◉ ⏳ 71 62 N/A 51 95 99
3209
0xrdan
MCP RAG Server ⚡ Claim
Enables AI assistants to search and retrieve information from your knowledge ba…
B 76 5⁄5 ◉ ⏳ 90 56 — 57 81 92
3210
IAMSamuelRodda
Todoist MCP Server ⚡ Claim
Enables AI assistants to manage Todoist tasks, projects, and labels through nat…
B 76 5⁄5 ◉ ⏳ 82 75 — 27 82 100
3211
YanceyOfficial
Connects Obsidian vaults stored in iCloud Drive to AI models via the Model Cont…
B 76 5⁄4 ◉ ⏳ 82 58 N/A 38 95 100
3212
trainmyagent
MachineHearts ⚡ Claim 1
MCP server that gives AI agents the ability to discover, match with, and build …
B 76 5⁄4 ◉ ⏳ 78 75 — 47 83 90
3213
tvh
Saffron MCP Server ⚡ Claim
Enables AI assistants to interact with Saffron recipe management functionality,…
B 76 5⁄5 ◉ ⏳ 82 70 — 47 81 92
3214
Dataring-engineering
mcp-server-trino ⚡ Claim 1
Trino MCP Server to query and access data from Trino Clusters.
B 76 5⁄5 ◉ ⏳ 86 67 — 39 80 100
3215
Hawstein
MCP Server Reddit ⚡ Claim 1
A server allowing interaction with Reddit via the public API, enabling browsing…
B 76 5⁄5 ◉ ⏳ 90 100 — 48 81 46
3216
AgentX-ai
Mailchimp MCP Server ⚡ Claim 1
A Model Context Protocol server that provides read-only access to Mailchimp's M…
B 76 5⁄4 ◉ ⏳ 75 65 N/A 41 95 98
3217
openpharma-org
Provides comprehensive pharmaceutical intelligence by integrating real-time ope…
B 76 5⁄5 ◉ ⏳ 96 53 — 55 80 90
3218
oregpt
Enables comprehensive interaction with Google Docs and Google Drive through AI …
B 76 5⁄4 ◉ ⏳ 66 73 N/A 47 95 94
3219
Blazemeter
Enables AI agents to manage performance testing workflows on BlazeMeter's cloud…
B 76 5⁄4 ◉ ⏳ 90 40 — 72 95 81
3220 B 76 5⁄4 ◉ ⏳ 66 58 N/A 66 95 99
3221
jcdickinson
simplemem Claim
A simple memory tool for coding agents using DuckDB and VoyageAI.
B 76 5⁄5 ◉ ⏳ 86 58 — 61 82 92
3222
browserstack
mcp-server ⚡ Claim 1
BrowserStack's Official MCP Server
B 76 5⁄5 ◉ ⏳ 68 82 N/A 78 95 55
3223
janspoerer
MCP Browser Use ⚡ Claim 2
Empowers AI agents to perform web browsing, automation, and scraping tasks with…
B 76 5⁄5 ◉ ⏳ 78 82 N/A 48 90 75
3224
nahmanmate
Facilitates searching and accessing programming resources across platforms like…
B 76 5⁄5 ◉ ⏳ 78 73 — 38 82 100
3225
code-alchemist01
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
B 76 5⁄5 ◉ ⏳ 90 100 N/A 39 95 38
3226
vedantparmar12
A comprehensive Model Context Protocol server that enables AI assistants to int…
B 76 5⁄5 ◉ ⏳ 84 71 — 39 81 94
3227
nicofains1
AgentWatch ⚡ Claim
Multi-agent observability: cascade failure detection, heartbeats, and forensic …
B 76 5⁄4 ◉ ⏳ 66 72 N/A 52 92 97
3228
xkelxmc
Uranium MCP Server ⚡ Claim
Enables creation and management of NFT collections and assets through the Urani…
B 76 5⁄4 ◉ ⏳ 100 65 — 31 83 87
3229
alamkanak
A FastAPI library that provides Model Context Protocol tools for endpoint intro…
B 76 5⁄5 ◉ ⏳ 90 38 — 74 82 98
3230
nnnkkk7
Bucketeer MCP Server ⚡ Claim 1
A Model Context Protocol server for managing Bucketeer feature flags, providing…
B 76 5⁄4 ◉ ⏳ 69 77 N/A 41 95 91
3231
wiseriai
lucid-mcp ⚡ Claim
AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…
B 76 5⁄4 ◉ ⏳ 76 57 N/A 55 90 98
3232
f
Enables users to check weather conditions using Open-Meteo's free API with GitH…
B 76 5⁄4 ◉ ⏳ 78 67 N/A 31 95 100
3233
muah1987
AGI-MCP ⚡ Claim
An advanced MCP server implementing a cognitive architecture through the GOTCHA…
B 76 5⁄5 ◉ ⏳ 78 56 — 73 78 97
3234
zerodustxyz
zerodust Claim
Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.
B 76 5⁄4 ◉ ⏳ 78 71 N/A 41 83 100
3235
chrisgreenx-ctrl
Jules MCP Server ⚡ Claim
Enables AI assistants to interact with Google's Jules coding agent API for auto…
B 76 5⁄5 ◉ ⏳ 86 76 — 35 81 92
3236
AccelByte
AGS API Claim
Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration
B 76 5⁄5 ◉ ⏳ 96 42 — 67 76 96
3237
jlromano
Bitbucket MCP Server ⚡ Claim 1
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
B 76 5⁄5 ◉ ⏳ 94 52 — 47 81 100
3238
skywinder
Enables AI assistants to search, validate, and edit OpenStreetMap data through …
B 76 5⁄5 ◉ ⏳ 66 68 — 66 81 100
3239
joohnnie
MCP Demo Server ⚡ Claim
A demonstration MCP server showcasing tools (calculator, file operations, weath…
B 76 5⁄5 ◉ ⏳ 84 91 N/A 51 95 44
3240
takiguchi-yu
Enables AI assistants to control Google Workspace services (Slides, Sheets, Dri…
B 76 5⁄4 ◉ ⏳ 65 71 — 51 92 100
3241
mercadolibre
Mercado Pago's Official MCP Server offers tools so that developers can easily i…
B 76 5⁄5 ◉ ⏳ 84 71 — 41 80 94
3242
karanb192
HN-MCP ⚡ Claim 1
Enables browsing Hacker News, searching discussions, analyzing users, and track…
B 76 5⁄5 ◉ ⏳ 82 100 — 55 81 52
3243
garl-protocol
mcp-server ⚡ Claim
18 trust tools for AI agents — verify, score, route, compare, and delegate with…
B 76 5⁄4 ◉ ⏳ 84 46 N/A 76 78 98
3244 B 76 5⁄4 ◉ ⏳ 94 43 N/A 51 95 92
3245
jonaheaton
A Model Context Protocol desktop extension that allows Claude to query and inte…
B 76 5⁄4 ◉ ⏳ 84 67 N/A 24 95 97
3246
Cleversoft-IT
This TypeScript-based MCP server allows users to manage and interact with a not…
B 76 5⁄4 ◉ ⏳ 94 55 N/A 38 90 91
3247
Ansvar-Systems
icelandic-law-mcp ⚡ Claim
Icelandic legislation via MCP — full-text search across statutes and provisions
B 76 5⁄5 ◉ ⏳ 86 43 N/A 88 83 85
3248
damms005
DevDb MCP Server ⚡ Claim
DevDb MCP Server
B 76 5⁄4 ◉ ⏳ 62 68 N/A 62 95 94
3249
sengokudaikon
Provides access to Perplexity AI models through two tools: ask\_perplexity for …
B 76 5⁄5 ◉ ⏳ 78 68 — 53 81 98
3250
BenAHammond
code-auditor-mcp ⚡ Claim
Code Quality Auditor: Analyze code for SOLID principles, DRY violations, and mo…
B 76 5⁄4 ◉ ⏳ 96 35 N/A 65 92 89
Showing 3201–3250 of 69007 servers
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