MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55801
gabrielmahia
church-mcp Claim
Provides tools to access information about religious institutions and community…
— ○ ⏳ — — — — — —
55802
noticedso
@noticed/cli Claim
CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (n…
— ○ ⏳ — — — — — —
55803
marlybone
Praesago Claim
UK property area intelligence: validated trajectory scores, gentrification earl…
— ○ ⏳ — — — — — —
55804
adwiteeymauriya
Top-down IBKR research: 468 typed screeners tagged by strategy intent, news, ac…
— ○ ⏳ — — — — — —
55805
jangjs1216
CVAT MCP Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
— ○ ⏳ — — — — — —
55806
lordbasilaiassistant-sudo
Read-only MCP server for the THRYX onchain portfolio (14 contracts on Base main…
— ○ ⏳ — N/A N/A — — —
55807
TuttoOne
Controls SharePoint through natural language via Microsoft Graph API, enabling …
— ○ ⏳ — — — — — —
55808
nayagamez
Bridges OpenAI Codex CLI to any MCP client, allowing headless Codex sessions vi…
— ○ ⏳ — N/A N/A — — —
55809
EYamanS
chisel Claim
Enables AI agents to construct, edit, and export 3D models using geometric prim…
— ○ ⏳ — N/A N/A — — —
55810
texra-ai
Enables MCP clients to execute Mathematica code via wolframscript and verify ma…
— ○ ⏳ — N/A N/A — — —
55811 — ○ ⏳ — N/A N/A — 95 —
55812
HUGO-Domon
Enables AI assistants to securely connect with SAP ABAP and BTP services, allow…
— ○ ⏳ — — — — — —
55813
romulorasec
MCP server that allows AI coding agents to search, download, and convert stock …
— ○ ⏳ — N/A N/A — — —
55814
MyLeadTech
HVAC MCP server — fault codes, model lookup and answers cited to the OEM manual…
— ○ ⏳ — — — — — —
55815
Moose Tracker Claim 1
Retro synth for AI assistants: sound effects, UI sounds and composed songs as W…
— ○ — — — — 67 —
55816
TokonoMix
Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesis…
— ○ ⏳ — N/A N/A — — —
55817
NiveditaAryaK
Bridges MCP clients to Figma, enabling live canvas manipulation via a plugin We…
— ○ ⏳ — N/A N/A — — —
55818
Michibiku
Enables Claude to interact with Google Workspace services including Gmail, Driv…
— ○ ⏳ — — — — 81 —
55819
marian-craciunescu
A secured MCP server for safe remote server management via SSH with command fil…
— ○ ⏳ — — — — — —
55820
LaunchpadAI
An open source toolkit that converts 280+ integrations into MCP servers for use…
— ○ ⏳ — N/A N/A — 95 —
55821
paracetamol951
Enables exploration and search of local filesystems using glob pattern matching…
— ○ ⏳ — N/A N/A — 95 —
55822
Oliviergg
A Python MCP server for fetching and summarizing news articles from the Boring …
— ○ ⏳ — — — — — —
55823
zygou-31
Enables MCP-compatible clients to interact with an Immich photo management inst…
— ○ ⏳ — — — — — —
55824
extend-hq
extend Claim
Turn documents into structured data: parse, extract, classify, split, and fill …
— ○ ⏳ — — — — — —
55825
DEBARPAN2000
Connects AI assistants to TradingView Desktop via Chrome DevTools Protocol for …
— ○ ⏳ — N/A N/A — — —
55826
railsblueprint
An MCP server that enables AI assistants to control a real browser with your ex…
— ○ ⏳ — — — — — —
55827
pipeworx-io
MCP server for querying and exploring Issy-les-Moulineaux open data datasets (c…
— ○ ⏳ — — — — — —
55828
folosat-mcp Claim 1
Folosat MCP — income allocation, savings goals, group expenses and wealth track…
— ○ — N/A N/A — 81 —
55829
Raymondycp
mcpserver Claim
— ○ ⏳ — N/A N/A — 95 —
55830
Suganthan-Mohanadasan
Lets you ask Claude questions about your Google Search Console data and get rea…
— ○ ⏳ — N/A N/A — — —
55831
Codenetic-tech
Enables AI models to securely interact with Frappe Framework/ERPNext instances,…
— ○ ⏳ — — — — — —
55832
sisques-labs
cookidoo-mcp Claim 1
MCP server for Cookidoo, enabling AI tools to search recipes, manage shopping l…
— ○ ⏳ — — — — 81 —
55833
verifoxturnix1
Verify email deliverability & find business emails (single or bulk) via the Ver…
— ○ ⏳ — — — — — —
55834
ishay60
mcpolyglot Claim
One config, one CLI that turns your databases (Postgres, MySQL, SQLite, MongoDB…
— ○ ⏳ — — — — — —
55835
Roxmix
AgentOS Claim
MCP server providing persistent memory, goal tracking, self-reflection, and bac…
— ○ ⏳ — N/A N/A — — —
55836
iamserge
Enables AI assistants to interact with Nexus projects, allowing management of p…
— ○ ⏳ — — — — 81 —
55837
Goodeye-Labs
Goodeye Claim
Design, save, and run outcome-aligned AI workflows and verifiers, with reliable…
— ○ ⏳ — — — — — —
55838
coe0718
Deskbrid Claim
Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. …
— ○ ⏳ — N/A N/A — — —
55839
AceDataCloud
mcp-fish Claim
MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice …
— ○ ⏳ — — — — — —
55840
dsblank
Enables natural language queries about family tree data from a Gramps genealogy…
— ○ ⏳ — N/A N/A — — —
55841
alfaarghya
A Model Context Protocol server that enables keyword search within files, retur…
— ○ ⏳ — N/A N/A — — —
55842
DouganRedhammer
Enables AI assistants to look up World of Warcraft character information and re…
— ○ ⏳ — — — — — —
55843
mark.evgenev
test Claim
— ○ ⏳ — N/A N/A — 95 —
55844
light4
Enables dynamic and reflective problem-solving through a structured thinking pr…
— ○ ⏳ — — — — — —
55845
tadeukaiba
Generates AI images using Google Gemini and uploads them to S3-compatible stora…
— ○ ⏳ — — — — — —
55846
fastmcp-me
Enables natural language management of Apache Airflow workflows, including DAG …
— ○ ⏳ — — — — — —
55847
F1LT3R
agent-notify Claim
Enables AI agents and applications to send audio notifications with text-to-spe…
— ○ ⏳ — N/A N/A — — —
55848
u9401066
nsforge-mcp Claim
Enables creation of new mathematical formulas through symbolic derivation, veri…
— ○ ⏳ — — — — — —
55849
alexmakeev
MCP server for rendering Mermaid diagrams to SVG and converting Markdown with c…
— ○ ⏳ — — — — — —
55850
abasensei
VLayer Claim
HIPAA compliance scanner for healthcare software. Automatically detect PHI expo…
— ○ ⏳ — — — — 81 —
Showing 55801–55850 of 69135 servers