MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45301
AwardTravelFinder
Search award flight availability and points pricing across 27 airlines and 23 l…
— ○ ⏳ — — — — — —
45302
Drahoxx
Execute Python code via subprocess with timeout and error handling, returning s…
— ○ ⏳ — N/A N/A — — —
45303
willy5xx
odoo_mcp Claim
Connects AI agents in Cursor to an Odoo instance, enabling natural language man…
— ○ ⏳ — N/A N/A — — —
45304
NexaScience
Enables CRUD operations on notes stored in PostgreSQL, with tools to list, crea…
— ○ ⏳ — — — — — —
45305
IAfanasov
PackZoo Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
— ○ ⏳ — — — — — —
45306
arianashafiee
An MCP server that lets Claude Code (and other MCP clients) trade crypto, read …
— ○ ⏳ — N/A N/A — — —
45307
RosenAdvertising
mycase-mcp Claim
Enables Claude to access and manage your law firm's MyCase account, including c…
— ○ ⏳ — N/A N/A — — —
45308
tekchapagain1
MCP server for MeroShare that enables managing IPO/FPO applications, portfolio,…
— ○ ⏳ — — — — — —
45309
nextbillion-ai
Provides geolocation, routing, and navigation tools including geocoding, place …
— ○ ⏳ — — — — — —
45310
segentic-lab
Website & web-app testing built for AI agents rather than raw browser bindings:…
— ○ ⏳ — N/A N/A — — —
45311
barateza
An MCP server that indexes and retrieves Plesk documentation.
— ○ ⏳ — N/A N/A — — —
45312
mosse
Enables querying 10,000 years of historical social-complexity data from the Ses…
— ○ ⏳ — — — — — —
45313
ohthepain
Provides AI-powered Gmail tools for email analysis, summarization, drafting rep…
— ○ ⏳ — N/A N/A — — —
45314
jagonzalr
knocoph Claim
Transforms TypeScript and JavaScript codebases into a persistent code knowledge…
— ○ ⏳ — N/A N/A — — —
45315
Alooswr
Local stdio MCP server for long-term engineering memory, enabling Codex to stor…
— ○ ⏳ — N/A N/A — — —
45316
windoze95
gojira-mcp Claim
Atlassian Cloud admin MCP server for project/scheme management, custom field ad…
— ○ ⏳ — — — — — —
45317
rmednitzer
aiops-mcp Claim
A self-contained, security-first, EU-sovereign unified AI-operations MCP server…
— ○ ⏳ — — — — — —
45318
carlosventurar
mcp-typebot Claim
Enables natural language management of Typebot bots: create, update, publish, l…
— ○ ⏳ — N/A N/A — — —
45319
KohenAvocats
Provides OCR capabilities to LLMs via Google Cloud Vision, enabling reading of …
— ○ ⏳ — N/A N/A — — —
45320
hileamlakB
PRIMS Claim
— ○ ⏳ — N/A N/A — 95 —
45321
Semicolon-D
Enables AI agents to discover, compare, and select the best AI models across mu…
— ○ ⏳ — N/A N/A — — —
45322
dmoka
catalog Claim
Search 41,000+ agent skills, MCP servers, plugins & loops — real install counts…
— ○ ⏳ — — — — — —
45323
Academic peer-review, research-gap finding, journal recommender, and article wr…
— ○ — N/A N/A — 69 —
45324
LPFchan
obsidian-mcp Claim
Single-container MCP server for an Obsidian vault, providing 14 tools to manage…
— ○ ⏳ — N/A N/A — — —
45325
befdaynow
beks Claim
— ○ ⏳ — N/A N/A — 95 —
45326
kanopi
A Model Context Protocol (MCP) server for the CallRail API v3 that exposes call…
— ○ ⏳ — — — — — —
45327
blasrodri
truth is a deterministic fact-checker for the claims an AI coding agent makes a…
— ○ ⏳ — N/A N/A — — —
45328
dawnight0x
ENSP-MCP AI Claim
Enables AI clients to manage Huawei eNSP simulated network devices, execute CLI…
— ○ ⏳ — N/A N/A — — —
45329
darkiceinteractive
Orchestrates multiple MCP servers through a Deno sandbox, reducing token usage …
— ○ ⏳ — N/A N/A — — —
45330
AI-Scarlett
Enables read-only interaction with App Store Connect via MCP tools, including l…
— ○ ⏳ — N/A N/A — — —
45331
ishaanjain0205
Enables comprehensive analysis of the Ceph codebase via local repository tools …
— ○ ⏳ — — — — — —
45332
sjgant80-hub
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as native too…
— ○ ⏳ — — — — — —
45333
BACH-AI-Tools
tavily-mcp Claim
MCP server providing search, extract, map, and crawl tools powered by Tavily fo…
— ○ ⏳ — — — — — —
45334
Bigabou007-dev
An MCP server providing global soft-commodity data (cocoa, coffee, sugar, cotto…
— ○ ⏳ — — — — — —
45335
faizan45640
Provides tools to interact with the PostEx Merchant API for order creation, tra…
— ○ ⏳ — — — — — —
45336
parallelixnetwork
MCP server for the ParalleliX Compute API that lets you offload parallel infere…
— ○ ⏳ — — — — — —
45337
thornjad
stormscope Claim
Provides real-time US weather data for AI assistants via MCP, including current…
— ○ ⏳ — — — — — —
45338
yuvitbatra
Hands Claim
A macOS computer-use MCP server that grants AI agents mouse, keyboard, and scre…
— ○ ⏳ — N/A N/A — — —
45339
PaytonWebber
sqlite-mcp Claim
Read-only SQLite access for AI agents in a single ~1 MB static binary. Query to…
— ○ ⏳ — N/A N/A — — —
45340
ozgurcd
gograph Claim
An AST-aware structural repository graph engine and MCP server designed for AI …
— ○ ⏳ — N/A N/A — — —
45341
rodascaar
A multi-agent business intelligence server for E-commerce that leverages the QU…
— ○ ⏳ — N/A N/A — — —
45342
JesseGdotIO
Deterministic finance & safety APIs for AI agents: DCF, IRR, Greeks, risk. Free…
— ○ ⏳ — — — — — —
45343
danie1net0
Manages Laravel Forge servers, sites, deployments, SSL certificates, databases,…
— ○ ⏳ — — — — — —
45344
zacfire
Web Reader Claim
Enables Claude and other LLMs to read and parse web content, with smart fallbac…
— ○ ⏳ — N/A N/A — — —
45345
acchuang
A remote MCP server deployed on Cloudflare Workers without authentication. Enab…
— ○ ⏳ — — — — — —
45346
mcp-research
MCP server that integrates with Pica to enable seamless interaction with 100+ t…
— ○ ⏳ — — — — — —
45347
khill1269
ServalSheets Claim
Enables AI agents to interact with Google Sheets through 25 tools and 407 actio…
— ○ ⏳ — N/A N/A — 95 —
45348
Hiroshi-Ichiyanagi
kagami Claim
Deterministic prompt-injection detector; signed, offline-verifiable verdicts. N…
— ○ ⏳ — — — — — —
45349
Able-rip
Official BMBrick engine for converting local images into high-fidelity LEGO-sty…
— ○ ⏳ — N/A N/A — — —
45350
cloud9
MCP server for HubSpot CRM API integration. 14 tools for managing contacts, c…
— ○ ⏳ — N/A N/A — 95 —
Showing 45301–45350 of 69261 servers
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