MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
151
saidsurucu
Borsa MCP Claim
Provides comprehensive access to Turkish and US financial markets data includin…
A 86 55 90 100 53 81 94
152
InfiniQuest-App
wisdom-store Claim 1
Provides AI coding assistants with persistent memory, AST-based project indexin…
A 86 55 90 100 N/A 55 95 81
153
cyanheads
filesystem-mcp-server Claim 1
A Model Context Protocol (MCP) server for platform-agnostic file capabilities, …
A 86 55 82 100 N/A 61 92 88
154
markswendsen-code
delta Claim
MCP server for Delta Airlines - search flights, check status, manage trips
A 86 55 94 100 N/A 30 95 91
155
hoangsonww
GitIntel Claim
A local Git intelligence MCP server that provides deep repository analytics inc…
A 86 55 82 100 N/A 77 95 74
156
CleanSlice
CleanSlice Claim
Architecture docs and patterns for NestJS + Nuxt full-stack apps
A 86 66 84 90 91 62 82 99
157
appwrite
Enables IDEs like Cursor, Windsurf, and Claude Code to access and query Appwrit…
A 86 66 96 92 90 47 81 98
158
acchuang
Provides access to Jina AI's web tools including URL-to-markdown conversion, we…
A 85 66 84 92 100 41 81 100
159
dacebt
Enables cleaning and sanitizing prompts through an LLM-powered tool that remove…
A 85 55 90 100 49 81 93
160
christerso
celestialnode-mcp Claim 1
Provides real-time space data including ISS and Tiangong tracking, crew in spac…
A 85 55 90 100 49 83 93
161
Codeturion
Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated sign…
A 85 55 90 82 N/A 57 95 92
162
planexeorg
PlanExe Claim
Create a plan from a description in minutes. The generated plan contains: Gant…
A 85 66 90 74 100 58 81 99
163
Abhijay007
btcpayserver-mcp Claim
A comprehensive Model Context Protocol (MCP) server for BTCPayServer integratio…
A 85 55 100 100 56 81 75
164
nhatvu148
Transcribes videos from 1000+ platforms (YouTube, TikTok, Vimeo, etc.) and loca…
A 85 55 90 100 N/A 42 95 85
165
idanfishman
prometheus-mcp Claim
Provides seamless integration between AI assistants and Prometheus, enabling na…
A 85 55 100 60 85 83 100
166
disnet
Flint Note Claim 2
An agent-first note-taking system that provides AI-guided creation and organiza…
A 85 55 92 100 N/A 76 95 51
167
andyWang1688
sql-query-mcp Claim
A general-purpose MCP server that lets AI work with multiple databases within c…
A 85 44 72 N/A N/A 76 95 98
168
la-rebelion
Strava MCP tools for AI: athletes, stats, segments, clubs, and routes. Powered …
A 85 66 90 76 96 58 81 100
169
IDEA-Research
DINO-X-MCP Claim 1
Official DINO-X Model Context Protocol (MCP) server that empowers LLMs with rea…
A 85 66 96 100 81 51 81 92
170
martymarkenson
Enables secure querying of PostgreSQL databases through MCP-compatible clients.…
A 85 55 82 100 61 81 96
171
Mubashwer
Git Mob MCP Server Claim 2
Enables management of co-authors for pair and mob programming sessions by autom…
A 85 55 84 82 N/A 69 95 92
172
wei
Enables AI assistants to access HackerNews content through structured search, f…
A 85 55 90 100 51 81 94
173
saidsurucu
Provides an MCP interface for accessing YOKATLAS (Turkish Higher Education Coun…
A 85 66 86 100 88 48 81 96
174
up2itnow0822
clawpay-mcp Claim 1
Non-custodial x402 MCP payment layer for AI agents. Enables autonomous USDC pay…
A 85 44 90 83 75 90
175
krzko
google-cloud-mcp Claim
🤖 A Model Context Protocol (MCP) server for Google Cloud (GCP)
A 85 54 96 67 N/A 78 89 91
176
blocklens
Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cy…
A 85 64 100 82 92 39 83 98
177
cedric448
Provides access to Jina AI's web reading, search, embeddings, and reranking cap…
A 85 66 84 92 100 42 81 100
178
cyanheads
MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study det…
A 85 66 100 80 93 69 69 91
179
akshatnerella
Arduino MCP Server Claim 2
Arduino MCP server for CLI setup, board detection, compile/upload, serial monit…
A 85 55 94 82 N/A 53 95 92
180
Pantheon-Security
Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + …
A 85 54 94 72 N/A 77 87 95
181
wlmwwx
Provides access to Jina AI's suite of web tools including URL reading, web/imag…
A 85 66 84 92 100 41 81 100
182
liao1fan
Schedule Task MCP Claim
Enables creation and management of scheduled tasks with interval, cron, or one-…
A 85 55 88 100 N/A 48 95 82
183
LightspeedDMS
Enables SSH connections and remote command execution with persistent session ma…
A 85 54 100 70 N/A 53 95 96
184
OwlTing
OwlPay MCP Server Claim
Enables LLMs to search and retrieve OwlPay documentation directly through natur…
A 85 66 84 100 94 45 81 94
185
RapierCraft
perplexity-comet-mcp Claim 1
Bridge Claude Code with Perplexity Comet for autonomous browsing and tab manage…
A 85 54 94 61 N/A 82 90 99
186
Fabsbags
swisstrip-mcp Claim
Canonical SwissTrip MCP — independent SBB/CFF/FFS schedules, prices, and ticket…
A 85 66 100 96 92 40 69 97
187
Fervoyush
Enables creation of publication-quality statistical graphics using plotnine's g…
A 85 55 100 91 50 81 89
188
niledatabase
nile-mcp-server Claim 1
Manage and query Postgres databases, tenants, users, auth using LLMs
A 85 54 94 73 N/A 65 89 98
189
ilhamfp
pasal Claim 1
Pasal.id - The first open, AI-native Indonesian legal platform. MCP server + RE…
A 85 66 94 86 91 50 82 94
190
louis49
melchizedek Claim
Persistent memory for Claude Code — offline, single-file, hybrid search.
A 85 55 88 82 N/A 90 95 69
191
neverinfamous
SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering
A 85 55 75 87 N/A 63 95 100
192
biocontext-ai
knowledgebase-mcp Claim 1
BioContextAI Knowledgebase MCP server for biomedical agentic AI
A 85 66 81 92 90 75 83 88
193
brainsparker
youdotcom-mcp-server Claim 1
A Model Context Protocol (MCP) server that provides web search functionality us…
A 85 64 86 86 100 40 95 90
194
zhijiew
Provides web content extraction, search capabilities (web, arXiv, SSRN, images)…
A 85 66 84 92 100 42 81 100
195
chadbot0x
Crypto prices, Polymarket CLOB, AI research & web rendering. x402 Solana paymen…
A 85 66 100 86 92 45 76 100
196
timesheetIO
Enables natural language control of the Timesheet API for timer management, tas…
A 85 54 94 72 87 81 93
197
frappe
Frappe MCP Claim
Allows Frappe Framework apps to function as MCP servers, exposing Python-define…
A 85 54 96 70 60 92 100
198
markswendsen-code
mcp-costco Claim
Enables interaction with Costco.com via browser automation to search products, …
A 85 55 94 100 N/A 30 95 86
199
BalajiSriraman
Clerk MCP Server Claim
Enables AI assistants to query and manage Clerk organizations, users, members, …
A 85 66 100 80 94 48 82 94
200
IBM
Physics MCP Server Claim
Provides 55 specialized tools for precise physics calculations and rigid-body s…
A 85 66 84 86 94 69 82 89
Showing 151–200 of 67181 servers