MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31773
Scored
2112
Verified
16953
Complete

Last updated 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65201
gildara
mcp-server Claim
Operating contracts for AI agents. Structured instructions compiled into system…
N/A N/A
65202
vreko-dev
Enables AI-powered code safety analysis including risk detection, secret scanni…
65203
CSOAI-ORG
Firmware Attestation MCP — hardware trust layer for sovereign AI. Scan firmware…
N/A N/A
65204
stuzero
A Model Context Protocol server for PostgreSQL databases that enables AI agents…
65205
node2flow
n8n-Management Claim 1
MCP server for n8n workflow automation — manage workflows, executions, credenti…
81
65206
kikigao2020-bot
hibae-admin Claim
N/A N/A 95
65207
asmodeoux
Search multi-merchant supply, checkout, and track orders via MCP.
65208
FilipePessoa30
mcp-ibge Claim
Exposes official IBGE data as MCP tools, including Brazilian localities, SIDRA …
65209
dgsidney
MCP Bling Claim
Remote MCP server for Bling API v3, enabling tools to manage products, orders, …
65210
fastmcp-me
A Model Context Protocol (MCP) server that provides line-oriented text file edi…
N/A N/A
65211
kalmma
Enables controlling and monitoring a Buva EcoStream WTW ventilation unit via na…
N/A N/A
65212
thib
Save any URL to the Internet Archive and retrieve archived snapshots on demand.…
N/A N/A 95
65213
brukhabtu
A Model Context Protocol server that enables AI assistants to interact with Dat…
81
65214
jadenmong
Enables AI assistants to access comprehensive Chinese financial market data inc…
65215
benasbarciauskas
androir-mcp Claim
An MCP server that allows AI agents to drive real Android devices via adb, capt…
N/A N/A
65216
Hexahedral-Inc
Siren Claim
Deterministic visual marketing engine. Your agent plans, renders, and posts on-…
65217
EDKarlsson
locus Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
N/A N/A 95
65218
JasonTulp
Integrates with Radarr and Sonarr to manage your media library, enabling search…
65219
nonsleepr
Enables browser automation through the Claude Chrome Extension, allowing agents…
N/A N/A
65220
MaykeSN
Enables querying MySQL/MariaDB databases by alias from Claude. Supports secure …
N/A N/A
65221
RajX-dev
n3mo Claim
N3MO: Code intelligence engine mapping repositories into queryable symbol graph…
N/A N/A
65222
FedWiebe
Enables contact searches within the Federated Directory system by name or email…
81
65223
midplaneai
Midplane Claim
Safe-by-default SQL guardrails for AI agents: AST-checked queries, per-table po…
N/A N/A
65224
juanascencion-guild
Enables deployment of MCP servers on Cloudflare Workers without authentication …
81
65225
mahmudcoding
Local bridge enabling AI agents to inspect and edit the currently open Figma De…
N/A N/A
65226
falahgs
Enables high-quality image generation using Google's Imagen 3.0 model via the G…
N/A N/A
65227
Sahib-Sawhney-WH
AI-native browser for agents. 71 tools with self-healing, semantic extraction, …
N/A N/A 81
65228
thebarbican19
apple-music Claim
Enables control of Apple Music on macOS, including playback, track info, volume…
N/A N/A
65229
Neolithic
Remote MCP server for Amika: manage sandboxes and agent sessions from any MCP c…
65230
earnlayerai
earnlayer Claim
We help AI startups offset inference costs by monetizing user intent with conte…
N/A N/A 95
65231
lioensky
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
65232
danishashko
Geocoding Claim
Forward and reverse geocoding, place search, and distance via OpenStreetMap Nom…
N/A N/A
65233
drylikov
A server for creating and managing plans with steps, enabling users to break do…
N/A N/A
65234
jhartum
MCP server for compact Reddit research packs. Enables Reddit data extraction, s…
65235
Fcheni
ab Claim
N/A N/A 95
65236
sebastianall1977
gmail-mcp6 Claim
N/A N/A 95
65237
cognis-digital
promptpack Claim
Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX)…
N/A N/A
65238
bterlson
Enables building MCP servers using TypeSpec, with tools for learning, scaffoldi…
N/A N/A
65239
Saperly
@saperly/mcp Claim
MCP server for Saperly that enables AI agents to provision phone numbers, place…
65240
chacebot
Generates app icons with customizable text, colors, and sizes, including comple…
N/A N/A
65241
beambuilder
Enables video processing operations (speed adjustment, keyframe optimization, c…
N/A N/A
65242
kavierim
A networked long-term memory server that enables AI agents to maintain persiste…
65243
RyanAlberts
Agent-harness picks, search, and decision guides over a curated, weekly-rescore…
N/A N/A
65244
bu5hm4nn
MCP server for Zoho Books integration, enabling AI agents to perform bookkeepin…
65245
erdncyz
Provides live Apple documentation fetching, Xcode build error analysis, and Swi…
65246
zetlen
Enables AI agents to check the health of internet infrastructure and specific s…
65247
agenticledger
A Model Context Protocol server exposing the freight accrual pipeline as reusab…
N/A N/A
65248
advanced-security
Enables AI-assisted development of CodeQL queries for security analysis through…
N/A N/A
65249
posimyth
sproutos Claim
AI-powered WordPress MCP plugin | Give AI agents full access to your pages, the…
N/A N/A
65250
gustafsilva
MCP server for querying the Star Wars universe via the SWAPI API, providing acc…
Showing 65201–65250 of 66427 servers