MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33679
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
151
jina-ai
MCP ⚡ Claim
Official Jina AI Remote MCP Server
A 86 5⁄5 ◉ ⏳ 92 92 N/A 60 81 98
152
cyanheads
filesystem-mcp-server ⚡ Claim 1
A Model Context Protocol (MCP) server for platform-agnostic file capabilities, …
A 86 5⁄5 ◉ ⏳ 82 100 N/A 61 92 88
153
appwrite
Enables IDEs like Cursor, Windsurf, and Claude Code to access and query Appwrit…
A 86 6⁄6 ◉ ⏳ 96 92 90 47 81 98
154
saidsurucu
Borsa MCP ⚡ Claim
Provides comprehensive access to Turkish and US financial markets data includin…
A 86 5⁄5 ◉ ⏳ 90 100 — 53 81 94
155
Pantheon-Security
notebooklm-mcp-secure ⚡ Claim 1
Security-hardened NotebookLM MCP with post-quantum encryption
A 86 5⁄5 ◉ ⏳ 100 57 N/A 89 95 91
156
hoangsonww
GitIntel ⚡ Claim
A local Git intelligence MCP server that provides deep repository analytics inc…
A 86 5⁄5 ◉ ⏳ 82 100 N/A 77 95 74
157
ashwinvis
scb-opendata-mcp ⚡ Claim
Statistics Sweden’s open data made available as an MCP server, using Python and…
A 86 4⁄4 ◉ ⏳ 88 N/A N/A 56 95 95
158
dacebt
Enables cleaning and sanitizing prompts through an LLM-powered tool that remove…
A 85 5⁄5 ◉ ⏳ 90 100 — 49 81 93
159
cyanheads
MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study det…
A 85 6⁄6 ◉ ⏳ 100 80 93 69 69 91
160
brainsparker
youdotcom-mcp-server ⚡ Claim 1
A Model Context Protocol (MCP) server that provides web search functionality us…
A 85 6⁄4 ◉ ⏳ 86 86 100 40 95 90
161
clm-cloud-solutions
AI-powered infrastructure monitoring — health, incidents, predictions, RCA, dep…
A 85 5⁄4 ◉ ⏳ 94 71 N/A 62 92 99
162
OwlTing
OwlPay MCP Server ⚡ Claim
Enables LLMs to search and retrieve OwlPay documentation directly through natur…
A 85 6⁄6 ◉ ⏳ 84 100 94 45 81 94
163
Mubashwer
Git Mob MCP Server ⚡ Claim 2
Enables management of co-authors for pair and mob programming sessions by autom…
A 85 5⁄5 ◉ ⏳ 84 82 N/A 69 95 92
164
saidsurucu
Provides an MCP interface for accessing YOKATLAS (Turkish Higher Education Coun…
A 85 6⁄6 ◉ ⏳ 86 100 88 48 81 96
165
LightspeedDMS
Enables SSH connections and remote command execution with persistent session ma…
A 85 5⁄4 ◉ ⏳ 100 70 N/A 53 95 96
166
RapierCraft
perplexity-comet-mcp ⚡ Claim 1
Bridge Claude Code with Perplexity Comet for autonomous browsing and tab manage…
A 85 5⁄4 ◉ ⏳ 94 61 N/A 82 90 99
167
sharozdawa
robotstxt-ai-mcp ⚡ Claim
Analyze and generate robots.txt files with AI crawler awareness. Fetch any site…
A 85 4⁄4 ◉ ⏳ 76 — — 69 95 98
168
andyWang1688
sql-query-mcp ⚡ Claim
A general-purpose MCP server that lets AI work with multiple databases within c…
A 85 4⁄4 ◉ ⏳ 72 N/A N/A 76 95 98
169
Abhijay007
btcpayserver-mcp ⚡ Claim
A comprehensive Model Context Protocol (MCP) server for BTCPayServer integratio…
A 85 5⁄5 ◉ ⏳ 100 100 — 56 81 75
170
mizchi
MCP Reloader Claim
A hot-reload development tool that enables real-time development of MCP (Model …
A 85 5⁄5 ◉ ⏳ 90 87 N/A 49 95 95
171
wlmwwx
Provides access to Jina AI's suite of web tools including URL reading, web/imag…
A 85 6⁄6 ◉ ⏳ 84 92 100 41 81 100
172
cedric448
Provides access to Jina AI's web reading, search, embeddings, and reranking cap…
A 85 6⁄6 ◉ ⏳ 84 92 100 42 81 100
173
jthora
Remote MCP server for ontological research context. Provides Universal Language…
A 85 6⁄6 ◉ ⏳ 84 90 100 46 80 97
174
martymarkenson
Enables secure querying of PostgreSQL databases through MCP-compatible clients.…
A 85 5⁄5 ◉ ⏳ 82 100 — 61 81 96
175
Fervoyush
Enables creation of publication-quality statistical graphics using plotnine's g…
A 85 5⁄5 ◉ ⏳ 100 91 — 50 81 89
176
toolprint
hypertool-mcp ⚡ Claim
Dynamically expose tools from proxied servers based on an Agent Persona
A 85 5⁄4 ◉ ⏳ 96 58 N/A 78 94 100
177
ChesterRa
ccontext ⚡ Claim
Provides AI agents with persistent execution context across sessions through lo…
A 85 5⁄5 ◉ ⏳ 94 91 N/A 39 95 92
178
chadbot0x
Crypto prices, Polymarket CLOB, AI research & web rendering. x402 Solana paymen…
A 85 6⁄6 ◉ ⏳ 100 86 92 45 76 100
179
danishashko
make-mcp ⚡ Claim 1
Unofficial MCP server for Make.com automation - build, validate & deploy scenar…
A 85 5⁄5 ◉ ⏳ 90 100 N/A 58 83 84
180
idanfishman
prometheus-mcp ⚡ Claim
Provides seamless integration between AI assistants and Prometheus, enabling na…
A 85 5⁄5 ◉ ⏳ 100 60 — 85 83 100
181
IBM
Physics MCP Server ⚡ Claim
Provides 55 specialized tools for precise physics calculations and rigid-body s…
A 85 6⁄6 ◉ ⏳ 84 86 94 69 82 89
182
mfukushim
This is a simple Reversi game that uses MCP-UI. > Note: Currently, there is no…
A 85 6⁄6 ◉ ⏳ 86 86 96 60 81 96
183
zhijiew
Provides web content extraction, search capabilities (web, arXiv, SSRN, images)…
A 85 6⁄6 ◉ ⏳ 84 92 100 42 81 100
184
blocklens
Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cy…
A 85 6⁄4 ◉ ⏳ 100 82 92 39 83 98
185
CamdenClark
Anki MCP Server ⚡ Claim 1
A TypeScript-based server that integrates with Anki via the AnkiConnect plugin,…
A 85 5⁄5 ◉ ⏳ 94 100 N/A 47 95 73
186
frappe
Frappe MCP ⚡ Claim
Allows Frappe Framework apps to function as MCP servers, exposing Python-define…
A 85 5⁄4 ◉ ⏳ 96 70 — 60 92 100
187
Hydrata
Run ANUGA flood simulations, track progress, and retrieve results on Hydrata Cl…
A 85 6⁄6 ◉ ⏳ 90 84 99 47 81 100
188
gbrigandi
mcp-server-wazuh ⚡ Claim
A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-…
A 85 5⁄4 ◉ ⏳ 92 71 N/A 71 92 95
189
planexeorg
PlanExe Claim
Create a plan from a description in minutes. The generated plan contains: Gant…
A 85 6⁄6 ◉ ⏳ 90 74 100 58 81 99
190
IDEA-Research
DINO-X-MCP ⚡ Claim 1
Official DINO-X Model Context Protocol (MCP) server that empowers LLMs with rea…
A 85 6⁄6 ◉ ⏳ 96 100 81 51 81 92
191
withastro
Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access t…
A 85 6⁄6 ◉ ⏳ 92 100 96 25 81 100
192
disnet
Flint Note ⚡ Claim 2
An agent-first note-taking system that provides AI-guided creation and organiza…
A 85 5⁄5 ◉ ⏳ 92 100 N/A 76 95 51
193
biocontext-ai
knowledgebase-mcp ⚡ Claim 1
BioContextAI Knowledgebase MCP server for biomedical agentic AI
A 85 6⁄6 ◉ ⏳ 81 92 90 75 83 88
194
la-rebelion
Strava MCP tools for AI: athletes, stats, segments, clubs, and routes. Powered …
A 85 6⁄6 ◉ ⏳ 90 76 96 58 81 100
195
nhatvu148
Transcribes videos from 1000+ platforms (YouTube, TikTok, Vimeo, etc.) and loca…
A 85 5⁄5 ◉ ⏳ 90 100 N/A 42 95 85
196
liao1fan
Schedule Task MCP ⚡ Claim
Enables creation and management of scheduled tasks with interval, cron, or one-…
A 85 5⁄5 ◉ ⏳ 88 100 N/A 48 95 82
197
Ompragash
Provides access to Jina's web search, content extraction, image search, and AI-…
A 85 6⁄6 ◉ ⏳ 84 92 100 42 81 100
198
enharper
Connects to the Tentahead API to facilitate campsite searching and group trip p…
A 85 6⁄6 ◉ ⏳ 100 78 97 50 81 94
199
Fabsbags
swisstrip-mcp ⚡ Claim
Canonical SwissTrip MCP — independent SBB/CFF/FFS schedules, prices, and ticket…
A 85 6⁄6 ◉ ⏳ 100 96 92 40 69 97
200
niledatabase
nile-mcp-server ⚡ Claim 1
Manage and query Postgres databases, tenants, users, auth using LLMs
A 85 5⁄4 ◉ ⏳ 94 73 N/A 65 89 98
Showing 151–200 of 68948 servers