Nosdeputes Fr

Name: Nosdeputes Fr
Author: pipeworx-io

Server Details

NosDéputés.fr MCP — civic-tech mirror of the French Assemblée nationale

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Status: Unhealthy
Uptime: 33.4% over 51 days
Last Tested: 2026-10-07 00:17
Transport: Streamable HTTP
URL
Repository: pipeworx-io/mcp-nosdeputes-fr
GitHub Stars: 0
Server Listing: mcp-nosdeputes-fr

TDQS

B3.1/5.0

Scored 2026-09-26 00:16 across 42 tools

Disambiguation2/5

Multiple tool clusters have unclear boundaries. ask_pipeworx_beta explicitly states it currently matches ask_pipeworx exactly, and ask_pipeworx, ask_pipeworx_grounded, and deep_research all serve as overlapping query entry points. The prediction-market tools (bet_research, polymarket_arbitrage, polymarket_edges, polymarket_fill_risk, polymarket_kalshi_spread) and company-lookup tools (entity_profile, company_facts, compare_entities, recent_changes) also overlap heavily in purpose.

Naming Consistency3/5

All names are snake_case but follow no single pattern: verb_noun (list_deputies, search_questions, remember), noun-only (entity_profile, company_facts, bet_research), and brand-prefixed (ask_pipeworx*, polymarket_*, pipeworx_feedback, kalshi_weather_edge) are all mixed together. The naming is readable and consistent in casing but not in convention.

Tool Count2/5

42 tools is far too many for a server ostensibly named 'Nosdeputes Fr' whose core French Assembly domain only accounts for 6 of them. The bulk of the surface is a sprawling Pipeworx data/prediction-market platform with unrelated additions like memory, subscriptions, AI visibility checks, and npm dependency scanning, making the set feel like several servers merged into one.

Completeness3/5

The French Assembly surface covers deputies, groups, votes, interventions, and questions, but notably lacks bills/amendments and committee data, and only covers the 16th legislature. The Pipeworx side is quite complete (ask, grounded answers, deep research, entity profiles, comparisons, resolution audits, subscriptions, feedback), but as a coherent 'Nosdeputes' server the domain coverage has notable gaps.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

30 tool updatesSep 26, 2026

Changedai_visibility_check1 field changed
- addedInput schema / examples
```
Added value: +[
+  {
+    "entity": "Tesla"
+  }
+]
```

Changedask_pipeworx3 fields changed

addedInput schema / properties / ask

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / message

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

changedInput schema / properties / question / description

Previous value: -"Your question or request in natural language. Accepts query, q, prompt, text, input as aliases."New value: +"Your question or request in natural language. Accepts query, q, prompt, text, input, ask, message as aliases."

Changedask_pipeworx_beta4 fields changed

addedInput schema / examples

Added value: +[
+  {
+    "question": "What is the current US unemployment rate?"
+  }
+]

addedInput schema / properties / ask

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / message

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

changedInput schema / properties / question / description

Previous value: -"Your question or request in natural language. Accepts query, q, prompt, text, input as aliases."New value: +"Your question or request in natural language. Accepts query, q, prompt, text, input, ask, message as aliases."

Changedask_pipeworx_grounded4 fields changed

addedInput schema / examples

Added value: +[
+  {
+    "question": "What was Apple's fiscal 2023 revenue?"
+  }
+]

addedInput schema / properties / ask

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / message

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

changedInput schema / properties / question / description

Previous value: -"Your question in natural language. Accepts query, q, prompt, text, input as aliases."New value: +"Your question in natural language. Accepts query, q, prompt, text, input, ask, message as aliases."

Addedcompany_facts

Changedcompare_entities1 field changed

addedInput schema / examples

Added value: +[
+  {
+    "type": "company",
+    "values": [
+      "AAPL",
+      "MSFT"
+    ]
+  }
+]

Changeddeep_research9 fields changed

addedInput schema / examples

Added value: +[
+  {
+    "depth": "quick",
+    "question": "What is the current US unemployment rate and how has it changed over the past year?"
+  }
+]

addedInput schema / properties / ask

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / input

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / message

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / prompt

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / q

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / query

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

changedInput schema / properties / question / description

Previous value: -"The research question, in natural language. Broad/multi-part is fine — decomposition is the point."New value: +"The research question, in natural language. Broad/multi-part is fine — decomposition is the point. Accepts query, q, prompt, text, input, ask, message as aliases."

addedInput schema / properties / text

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

Changedentity_profile1 field changed

addedInput schema / examples

Added value: +[
+  {
+    "type": "company",
+    "value": "AAPL"
+  }
+]

Changedforget4 fields changed

addedInput schema / properties / k

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

changedInput schema / properties / key / description

Previous value: -"Memory key to delete"New value: +"Memory key to delete. Accepts name, k, label as aliases."

addedInput schema / properties / label

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

addedInput schema / properties / name

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

Changedgenerate_llms_txt1 field changed

addedInput schema / examples

Added value: +[
+  {
+    "url": "https://pipeworx.io"
+  }
+]

Changedget_deputy20 fields changed

removedOutput schema / properties / circonscription

Removed value: -{
-  "description": "Constituency number",
-  "type": "number"
-}

removedOutput schema / properties / date_debut_mandat

Removed value: -{
-  "description": "Term start date",
-  "type": "string"
-}

removedOutput schema / properties / date_fin_mandat

Removed value: -{
-  "description": "Term end date",
-  "type": "string"
-}

removedOutput schema / properties / date_naissance

Removed value: -{
-  "description": "Birth date (YYYY-MM-DD)",
-  "type": "string"
-}

removedOutput schema / properties / departement

Removed value: -{
-  "description": "Département code",
-  "type": "string"
-}

addedOutput schema / properties / depute

Added value: +{
+  "properties": {
+    "adresses": {
+      "items": {
+        "properties": {
+          "adresse": {
+            "type": "string"
+          }
+        },
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "ancien_depute": {
+      "type": "number"
+    },
+    "anciens_autres_mandats": {
+      "items": {},
+      "type": "array"
+    },
+    "anciens_mandats": {
+      "items": {
+        "properties": {
+          "mandat": {
+            "type": "string"
+          }
+        },
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "autres_mandats": {
+      "items": {},
+      "type": "array"
+    },
+    "collaborateurs": {
+      "items": {},
+      "type": "array"
+    },
+    "date_naissance": {
+      "type": "string"
+    },
+    "emails": {
+      "items": {
+        "properties": {
+          "email": {
+            "type": "string"
+          }
+        },
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "groupe": {
+      "properties": {
+        "debut_fonction": {
+          "type": "string"
+        },
+        "fonction": {
+          "type": "string"
+        },
+        "organisme": {
+          "type": "string"
+        }
+      },
+      "type": "object"
+    },
+    "groupe_sigle": {
+      "type": "string"
+    },
+    "groupes_parlementaires": {
+      "items": {
+        "properties": {
+          "responsabilite": {
+            "properties": {
+              "debut_fonction": {
+                "type": "string"
+              },
+              "fonction": {
+                "type": "string"
+              },
+              "organisme": {
+                "type": "string"
+              }
+            },
+            "type": "object"
+          }
+        },
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "historique_responsabilites": {
+      "items": {
+        "properties": {
+          "responsabilite": {
+            "properties": {
+              "debut_fonction": {
+                "type": "string"
+              },
+              "fin_fonction": {
+                "type": "string"
+              },
+              "fonction": {
+                "type": "string"
+              },
+              "organisme": {
+                "type": "string"
+              }
+            },
+            "type": "object"
+          }
+        },
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "id": {
+      "type": "number"
+    },
+    "id_an": {
+      "type": "string"
+    },
+    "lieu_naissance": {
+      "type": "string"
+    },
+    "mandat_debut": {
+      "type": "string"
+    },
+    "mandat_fin": {
+      "type": "string"
+    },
+    "nb_mandats": {
+      "type": "number"
+    },
+    "nom": {
+      "type": "string"
+    },
+    "nom_circo": {
+      "type": "string"
+    },
+    "nom_de_famille": {
+      "type": "string"
+    },
+    "num_circo": {
+      "type": "number"
+    },
+    "num_deptmt": {
+      "type": "string"
+    },
+    "parti_ratt_financier": {
+      "type": "string"
+    },
+    "place_en_hemicycle": {
+      "type": "string"
+    },
+    "prenom": {
+      "type": "string"
+    },
+    "profession": {
+      "type": "string"
+    },
+    "responsabilites": {
+      "items": {
+        "properties": {
+          "responsabilite": {
+            "properties": {
+              "debut_fonction": {
+                "type": "string"
+              },
+              "fonction": {
+                "type": "string"
+              },
+              "organisme": {
+                "type": "string"
+              }
+            },
+            "type": "object"
+          }
+        },
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "responsabilites_extra_parlementaires": {
+      "items": {},
+      "type": "array"
+    },
+    "sexe": {
+      "type": "string"
+    },
+    "sites_web": {
+      "items": {
+        "properties": {
+          "site": {
+            "type": "string"
+          }
+        },
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "slug": {
+      "type": "string"
+    },
+    "twitter": {
+      "type": "string"
+    },
+    "url_an": {
+      "type": "string"
+    },
+    "url_nosdeputes": {
+      "type": "string"
+    },
+    "url_nosdeputes_api": {
+      "type": "string"
+    }
+  },
+  "type": "object"
+}

removedOutput schema / properties / email

Removed value: -{
-  "description": "Contact email",
-  "type": "string"
-}

removedOutput schema / properties / groupe

Removed value: -{
-  "description": "Political group acronym",
-  "type": "string"
-}

removedOutput schema / properties / id

Removed value: -{
-  "description": "Deputy numeric identifier",
-  "type": "number"
-}

removedOutput schema / properties / nb_mandats

Removed value: -{
-  "description": "Number of terms served",
-  "type": "number"
-}

removedOutput schema / properties / nom

Removed value: -{
-  "description": "Last name",
-  "type": "string"
-}

removedOutput schema / properties / photo_url

Removed value: -{
-  "description": "Deputy photo URL",
-  "type": "string"
-}

removedOutput schema / properties / place_hemicycle

Removed value: -{
-  "description": "Hemicycle seat position",
-  "type": "string"
-}

removedOutput schema / properties / prenom

Removed value: -{
-  "description": "First name",
-  "type": "string"
-}

removedOutput schema / properties / profession

Removed value: -{
-  "description": "Professional background",
-  "type": "string"
-}

removedOutput schema / properties / sexe

Removed value: -{
-  "description": "Gender (M/F)",
-  "type": "string"
-}

removedOutput schema / properties / slug

Removed value: -{
-  "description": "NosDéputés URL slug",
-  "type": "string"
-}

removedOutput schema / properties / twitter

Removed value: -{
-  "description": "Twitter handle",
-  "type": "string"
-}

removedOutput schema / properties / url_assemblee

Removed value: -{
-  "description": "Official Assemblée website URL",
-  "type": "string"
-}

removedOutput schema / properties / url_nosdeputes

Removed value: -{
-  "description": "Full NosDéputés profile URL",
-  "type": "string"
-}

Addedkalshi_weather_edge

Changedpipeworx_feedback1 field changed

addedInput schema / examples

Added value: +[
+  {
+    "message": "Fleet #2184 smoke test: verifying pipeworx_feedback example call returns non-empty.",
+    "type": "other"
+  }
+]

Changedpipeworx_trending1 field changed
- addedInput schema / examples
```
Added value: +[
+  {
+    "window": "7d"
+  }
+]
```
Changedpolymarket_arbitrage1 field changed
- addedInput schema / examples
```
Added value: +[
+  {
+    "topic": "Fed rate decision"
+  }
+]
```
Changedpolymarket_edge_tracker1 field changed
- addedInput schema / examples
```
Added value: +[
+  {
+    "days": 14,
+    "window": "1wk"
+  }
+]
```

Changedpolymarket_edges3 fields changed

addedInput schema / examples

Added value: +[
+  {
+    "limit": 5,
+    "window": "1wk"
+  }
+]

changedInput schema / properties / min_edge_pp / description

Previous value: -"Minimum |edge| in percentage points to include (default 0.5). Edge is evaluated NET of slippage."New value: +"Minimum |edge| in percentage points to include (default 0.5). Edge is evaluated NET of slippage and Polymarket's own taker fee."

changedInput schema / properties / slippage_pp / description

Previous value: -"Assumed execution slippage in percentage points per leg (default 0.3). Subtracted from raw |edge| before ranking and Kelly sizing. Polymarket has zero trading fees as of 2024 but bid/ask + thin depth typically eats 20-50bp per trade. Bump for very thin partitions; drop to 0 if you have a smarter fill model."New value: +"Assumed execution slippage in percentage points per leg (default 0.3), for bid/ask + thin depth cost that a last-trade price does not show. Subtracted from raw |edge| before ranking and Kelly sizing, ON TOP OF Polymarket's own taker fee — which is NOT zero (rate 0.04-0.07 depending on category, read off each market's own published fee schedule; see fees_pp_applied on every row and fees.ts for the full schedule). Bump slippage for very thin partitions; drop to 0 if you have a smarter fill model — the fee still applies regardless."

Changedpolymarket_fill_risk1 field changed

addedInput schema / examples

Added value: +[
+  {
+    "market": "will-the-fed-increase-interest-rates-by-25-bps-after-the-december-2026-meeting-20260729232808636",
+    "side": "buy_yes",
+    "size_usd": 1000
+  }
+]

Changedrecall4 fields changed

addedInput schema / properties / k

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

changedInput schema / properties / key / description

Previous value: -"Memory key to retrieve (omit to list all keys)"New value: +"Memory key to retrieve (omit to list all keys). Accepts name, k, label as aliases."

addedInput schema / properties / label

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

addedInput schema / properties / name

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

Changedrecent_changes1 field changed

addedInput schema / examples

Added value: +[
+  {
+    "since": "30d",
+    "type": "company",
+    "value": "AAPL"
+  }
+]

Addedrelease_calendar_markets

Changedremember10 fields changed

addedInput schema / examples

Added value: +[
+  {
+    "key": "target_ticker",
+    "value": "AAPL"
+  }
+]

addedInput schema / properties / content

Added value: +{
+  "description": "Alias for value.",
+  "type": "string"
+}

addedInput schema / properties / data

Added value: +{
+  "description": "Alias for value.",
+  "type": "string"
+}

addedInput schema / properties / k

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

changedInput schema / properties / key / description

Previous value: -"Memory key (e.g., \"subject_property\", \"target_ticker\", \"user_preference\")"New value: +"Memory key (e.g., \"subject_property\", \"target_ticker\", \"user_preference\"). Accepts name, k, label as aliases."

addedInput schema / properties / label

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

addedInput schema / properties / name

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

addedInput schema / properties / text

Added value: +{
+  "description": "Alias for value.",
+  "type": "string"
+}

addedInput schema / properties / v

Added value: +{
+  "description": "Alias for value.",
+  "type": "string"
+}

changedInput schema / properties / value / description

Previous value: -"Value to store (any text — findings, addresses, preferences, notes)"New value: +"Value to store (any text — findings, addresses, preferences, notes). Accepts content, text, data, v as aliases; a non-string value is stored as JSON."

Addedresolution_audit
Addedresolution_diff

Changedresolve_entity1 field changed

addedInput schema / examples

Added value: +[
+  {
+    "type": "company",
+    "value": "AAPL"
+  }
+]

Changedscan_competitor_ai_presence1 field changed

addedInput schema / examples

Added value: +[
+  {
+    "entities": [
+      "Pipeworx",
+      "Zapier"
+    ]
+  }
+]

Changedscan_dependency1 field changed
- addedInput schema / examples
```
Added value: +[
+  {
+    "package": "left-pad"
+  }
+]
```

Changedsearch_within1 field changed

addedInput schema / examples

Added value: +[
+  {
+    "query": "supply-chain risk",
+    "text": "Apple Inc. reported fiscal 2023 revenue of $383.285 billion, driven by strong iPhone and Services growth. Net income was $96.995 billion. The company faced supply-chain risk in China during the quarter."
+  }
+]

Changedsuggest_questions1 field changed
- addedInput schema / examples
```
Added value: +[
+  {
+    "topic": "finance"
+  }
+]
```

Changedvalidate_claim1 field changed

addedInput schema / examples

Added value: +[
+  {
+    "claim": "Apple's fiscal 2023 revenue was $383 billion"
+  }
+]

1 tool updateSep 11, 2026

Changedbet_research2 fields changed

changedInput schema / examples

Previous value: -[
-  {
-    "market": "when-will-bitcoin-hit-150k"
-  },
-  {
-    "market": "https://polymarket.com/event/when-will-bitcoin-hit-150k"
-  }
-]New value: +[
+  {
+    "market": "will-kristi-noem-win-the-2028-republican-presidential-nomination"
+  },
+  {
+    "market": "https://polymarket.com/event/will-kristi-noem-win-the-2028-republican-presidential-nomination"
+  }
+]

changedInput schema / properties / market / description

Previous value: -"Polymarket slug (\"when-will-bitcoin-hit-150k\"), full URL (\"https://polymarket.com/event/...\"), or question text (\"Will Bitcoin hit $150k?\"). Dated slugs stop resolving once they settle — Polymarket de-indexes resolved markets — so prefer an undated one."New value: +"Polymarket slug (\"will-kristi-noem-win-the-2028-republican-presidential-nomination\"), full URL (\"https://polymarket.com/event/...\"), or question text (\"Will Bitcoin hit $150k?\"). Dated slugs stop resolving once they settle — Polymarket de-indexes resolved markets — so prefer an undated one."

2 tool updatesSep 11, 2026

Changedbet_research2 fields changed

changedInput schema / examples

Previous value: -[
-  {
-    "market": "will-bitcoin-reach-100k-in-july-2026"
-  },
-  {
-    "market": "https://polymarket.com/event/will-bitcoin-hit-150k-by-june-30-2026"
-  }
-]New value: +[
+  {
+    "market": "when-will-bitcoin-hit-150k"
+  },
+  {
+    "market": "https://polymarket.com/event/when-will-bitcoin-hit-150k"
+  }
+]

changedInput schema / properties / market / description

Previous value: -"Polymarket slug (\"will-bitcoin-hit-150k-by-june-30-2026\"), full URL (\"https://polymarket.com/event/...\"), or question text (\"Will Bitcoin hit $150k by June 30?\")"New value: +"Polymarket slug (\"when-will-bitcoin-hit-150k\"), full URL (\"https://polymarket.com/event/...\"), or question text (\"Will Bitcoin hit $150k?\"). Dated slugs stop resolving once they settle — Polymarket de-indexes resolved markets — so prefer an undated one."

Changedpolymarket_kalshi_spread2 fields changed

changedInput schema / examples

Previous value: -[
-  {
-    "topic": "fed"
-  },
-  {
-    "topic": "btc"
-  }
-]New value: +[
+  {
+    "topic": "fed"
+  },
+  {
+    "topic": "btc"
+  },
+  {
+    "topic": "bitcoin"
+  },
+  {
+    "topic": "fed rate decision"
+  }
+]

changedInput schema / properties / topic / description

Previous value: -"Pre-mapped: fed | btc | cpi | gdp | sp500 | recession | next_pope | next_uk_pm | next_israel_pm | 2028_president"New value: +"Subject to compare. Canonical keys: fed | btc | eth | cpi | gdp | sp500 | recession | next_pope | next_uk_pm | next_israel_pm | 2028_president — but aliases and keywords resolve too (\"bitcoin\", \"fed rate decision\", \"ethereum\", \"inflation\", \"s&p 500\", \"us recession\", \"next pope\", \"2028 election\"). Check resolution.topic_matched_by in the response: \"exact\"/\"alias\" is a curated pairing, \"phrase\"/\"token\" is a keyword guess."

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Poligraph MCP Server
Government Data Open Data Research & Data
ironlam
A
license
A
quality
B
maintenance
Exposes French political data from Poligraph as MCP tools, allowing journalists and citizens to query politicians, votes, fact-checks, elections, and more via natural language.
Updated 5 hours ago (2026-10-10 23:18 UTC)
19
1
MIT
mpc-legifrance
Government Data Legal & Compliance Search
Ktulu-Analog
A
license
Not graded
quality
D
maintenance
MCP server covering French law via the PISTE platform: 62 tools wrapping the full Légifrance API (legislation, codes, Journal Officiel, jurisprudence…)
Updated 3 months ago (2026-06-26 05:11 UTC)
4
AGPL 3.0
data-economie-fr
Government Data Open Data Finance
pipeworx-io
A
license
Not graded
quality
B
maintenance
France Economy & Finance Open Data MCP server providing tools to search datasets, retrieve metadata, and query records from data.economie.gouv.fr.
Updated 15 days ago (2026-09-25 23:13 UTC)
29 npm
MIT
FactCheck MCP Toolkit
Government Data Open Data
Orolol
F
license
A
quality
D
maintenance
MCP server for automatic fact-checking of political claims by querying official statistical APIs (INSEE, Eurostat, World Bank, OECD) and providing tools for data retrieval, comparison, and cherry-picking detection.
Updated 8 months ago (2026-02-09 12:58 UTC)
18
-