MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25863
Scored
1565
Verified
16957
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31901
karnavals
karnavals Claim
N/A N/A 95
31902
NektoNeo
mpc Claim
N/A N/A
31903
devanshkaria88
Acts as a security checkpoint for AI coding agents by intercepting package inst…
N/A N/A
31904
adrianpdm
Wisnu MCP Claim
A travel booking server that enables searching for flights, hotels, and destina…
81
31905
swesmith-repos
Enables Claude to interact with ServiceNow instances for incident management, s…
81
31906
@praveenislive
weather_mcp Claim
N/A N/A 95
31907
context-engineering
sutra Claim
N/A N/A 95
31908
AterDev
Perigon.CLI Claim
This is a tool that helps you quickly build backend services based on Asp.Net C…
N/A N/A
31909
falcosan
mcp-meilisearch
N/A N/A 95
31910
axel-belfort
CSV parsing API for AI agents. Convert CSV data to JSON array with auto-detecti…
31911
Aminetwiti
mcpgrowcrm1 Claim
N/A N/A
31912
Nealmalhotra
calhacks Claim
N/A N/A
31913
boranesn
devflow-mcp Claim
A production-ready MCP server that provides AI assistants with comprehensive Gi…
31914 N/A N/A
31915
nahdd123uosackr
mcpfligh Claim
N/A N/A
31916
HelixGenomics
Multi-agent MCP server for genomic analysis — specialized AI agents analyze raw…
N/A N/A
31917
berba-q
FAOSTAT MCP Claim
FAOSTAT data for 245 countries: crops, trade, food security, and emissions via …
N/A N/A
31918
Fcheni
ab Claim
N/A N/A 95
31919
mcpanalytics
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
31920
simran-mehta
Enables AI assistants like Claude to manage personal expenses locally using SQL…
N/A N/A
31921
SandeepPamujula
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
31922
productengineered
A read-only MCP server that enables Claude to audit Firewalla network security …
31923
alpic-ai
skybridge Claim
Skybridge is a Full-Stack TypeScript framework for MCP Apps and ChatGPT Apps. T…
N/A N/A
31924
hellovarun91
Brainstorm MCP Claim 1
An MCP server that connects Claude to Google Sheets for enhanced brainstorming …
81
31925
boyce-io
Boyce Claim
Deterministic SQL compiler for AI agents. Your agent stops guessing SQL.
N/A N/A
31926
kazuph
Obsidian vault connector for Claude Desktop - enables reading and writing Markd…
N/A N/A 95
31927
James-Chahwan
repo-graph Claim
Structural graph map of any codebase so LLMs navigate by structure, not guesswo…
N/A N/A
31928
cpretzinger
A comprehensive Model Context Protocol (MCP) server that provides programmatic …
N/A N/A 95
31929
clouatre-labs
Educational MCP server with math operations, statistics, visualizations, and pe…
31930
ipogrid
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
81
31931
geraservicesuk
Gera Prime MCP (placeholder) — Everything subscription meta-product. Launching …
N/A N/A 95
31932
marian-kamenistak
Browse and buy ELC Conference 2026 engineering leadership tickets in Prague via…
31933
nikos.workflow
demo-002 Claim
N/A N/A 95
31934
anon-li
anon.li Claim
81
31935
njlnaet
Build searchable AI research knowledge bases with hybrid vector search directly…
N/A N/A 95
31936
mattshu0410
An MCP plugin that provides access to NCBI's dbSNP database, allowing developer…
N/A N/A 95
31937
globau
Model Context Protocol server for Firefox DevTools - enables AI assistants to i…
N/A N/A 95
31938
li7hai26
Enables interaction with Torna API documentation management platform, allowing …
81
31939
hello-3ubk
Extract specified key-values and all recognizable structured data from .pdf usi…
31940
david-choi-querypie
david-mcp6 Claim
N/A N/A
31941
loking
i18n Agent Claim
AI-powered translation management built for AI agents. Automate localization wi…
31942
oilandgas
BasinVault Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
31943
yuvalsuede
agent-media Claim
Generate AI UGC videos with talking heads, B-roll, and subtitles.
N/A N/A 81
31944
doossee
Enables AI agents to create, run, and manage HTTP requests using the Invoker AP…
N/A N/A
31945
payhumans
The human API for AI agents. When your agent hits a task it can't do — verify a…
81
31946
a2395663320
abcd Claim
N/A N/A 95
31947
mehdibadaoui
AI-powered dental social media marketing tools. Generate Instagram captions, fi…
31948
0xSensei
Pwno MCP Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
81
31949
re171113-byte
Provides comprehensive startup consulting services including commercial area an…
81
31950
queenamara
Bridge is a hosted MCP server that connects AI models to business tools like Cl…
81
Showing 31901–31950 of 33449 servers
« Prev 1 637 638 639 640 641 669 Next »